diff --git a/results/paper/paper_oracle_panel_best_scoreboards.csv b/results/paper/paper_oracle_panel_best_scoreboards.csv
new file mode 100644
index 0000000000000000000000000000000000000000..263c29417889194eed0ac10f3ea50229f6f1c177
--- /dev/null
+++ b/results/paper/paper_oracle_panel_best_scoreboards.csv
@@ -0,0 +1,17 @@
+panel,scoreboard,best_feature,auprc,auroc,mrr,recall_at_1,prevalence
+top50,strict_all,mask_abs_delta_atac_target_promoter_sum,0.6456789830645786,0.80905433306664,0.9385185185185184,0.8965656565656566,0.1790942734768083
+top50,high_confidence,mask_abs_delta_dnase_target_promoter_mean,0.8228309993902352,0.8968063130285353,0.6245959595959596,0.594949494949495,0.1919989159429084
+top50,field_compatible_e2g,mask_abs_delta_dnase_target_promoter_mean,0.8234980623375551,0.8965989978781603,0.6245959595959596,0.594949494949495,0.194727767857395
+top50,very_high_confidence,mask_abs_delta_atac_target_promoter_sum,0.9646703296703296,0.973469387755102,0.425,0.425,0.1803931766174329
+top100,strict_all,mask_abs_delta_atac_target_promoter_sum,0.6057735679748516,0.7838562536879252,0.821275268591058,0.7520095693779905,0.1638215749498394
+top100,high_confidence,mask_abs_delta_atac_target_promoter_sum,0.8291311409586978,0.9030486434228424,0.5853003721424774,0.5580648591174906,0.1863693981835785
+top100,field_compatible_e2g,mask_abs_delta_atac_target_promoter_sum,0.8477064592516366,0.9210649681811818,0.5735424419634946,0.5533864965443913,0.1830986329953082
+top100,very_high_confidence,mask_abs_delta_atac_target_promoter_sum,0.9204428019645412,0.943591352083062,0.473062558356676,0.4594771241830065,0.2296476964769647
+top250,strict_all,mask_abs_delta_atac_target_promoter_sum,0.6437627185719547,0.8154959313498429,0.81549161667223,0.7365891463317389,0.140094355061408
+top250,high_confidence,mask_abs_delta_atac_target_promoter_sum,0.8443147154977163,0.9155830436479172,0.6654351998602692,0.6322405470883993,0.1856119996482445
+top250,field_compatible_e2g,mask_abs_delta_atac_target_promoter_sum,0.8723684756554031,0.9404742318660922,0.6440314857076606,0.6197696425385119,0.1818499102812973
+top250,very_high_confidence,mask_abs_delta_atac_target_promoter_sum,0.888089556441054,0.9222284816451484,0.4668899950223991,0.4510104529616724,0.2009539058870379
+all_positive,strict_all,mask_abs_delta_atac_target_promoter_sum,0.5952009870511883,0.8268018489318326,0.7763985754680591,0.6852051781647578,0.1137459936296703
+all_positive,high_confidence,mask_abs_delta_atac_target_promoter_sum,0.8063631866202471,0.9201190782418058,0.4821433755541077,0.4601979940960451,0.1135923113220724
+all_positive,field_compatible_e2g,mask_abs_delta_atac_target_promoter_sum,0.828159620239983,0.935803328619861,0.4788968376214441,0.4608166401256694,0.1145887626391715
+all_positive,very_high_confidence,mask_abs_delta_atac_target_promoter_sum,0.8395527956358446,0.9296035167986734,0.2015667951432664,0.194706879316726,0.0791189116246818
diff --git a/results/s2t/gasperini_gse120861/ensemble_proxy_residual_rank_weights.csv b/results/s2t/gasperini_gse120861/ensemble_proxy_residual_rank_weights.csv
new file mode 100644
index 0000000000000000000000000000000000000000..48cb6fde96f6bdc249255d02e5d6339c9134e7c7
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/ensemble_proxy_residual_rank_weights.csv
@@ -0,0 +1,11 @@
+split_family,objective,primary_slice,secondary_slice,secondary_weight,weight_step,objective_value,tuning_source,n_tune_pairs,n_tune_regions,n_tune_positive,weight__residual_strict,weight__field_proxy,weight__residual_gate,score_transform
+chromosome,all_labeled+0.2*field_compatible_e2g,all_labeled,field_compatible_e2g,0.2,0.05,0.07270622999939579,same_split_family_validation,3031,252,39,0.0,0.45,0.55,rank_percentile
+chromosome_fold_1,all_labeled+0.2*field_compatible_e2g,all_labeled,field_compatible_e2g,0.2,0.05,0.08358614186681891,other_chromosome_fold_tests,31316,4397,533,0.35,0.3,0.35,rank_percentile
+chromosome_fold_2,all_labeled+0.2*field_compatible_e2g,all_labeled,field_compatible_e2g,0.2,0.05,0.09048216052364869,other_chromosome_fold_tests,32021,4336,530,0.2,0.35,0.45,rank_percentile
+chromosome_fold_3,all_labeled+0.2*field_compatible_e2g,all_labeled,field_compatible_e2g,0.2,0.05,0.08440815895265276,other_chromosome_fold_tests,34271,4584,533,0.15,0.3,0.55,rank_percentile
+chromosome_fold_4,all_labeled+0.2*field_compatible_e2g,all_labeled,field_compatible_e2g,0.2,0.05,0.09177070819986252,other_chromosome_fold_tests,30919,4415,529,0.1,0.3,0.6,rank_percentile
+chromosome_fold_5,all_labeled+0.2*field_compatible_e2g,all_labeled,field_compatible_e2g,0.2,0.05,0.08891419481743623,other_chromosome_fold_tests,32761,4448,531,0.45,0.15,0.4,rank_percentile
+enhancer_cluster_holdout,all_labeled+0.2*field_compatible_e2g,all_labeled,field_compatible_e2g,0.2,0.05,0.10183039273624866,same_split_family_validation,6244,813,94,0.65,0.05,0.3,rank_percentile
+gene_holdout,all_labeled+0.2*field_compatible_e2g,all_labeled,field_compatible_e2g,0.2,0.05,0.6942501645834839,same_split_family_validation,781,72,82,0.15,0.05,0.8,rank_percentile
+gene_holdout_rebalanced,all_labeled+0.2*field_compatible_e2g,all_labeled,field_compatible_e2g,0.2,0.05,0.08135603677779685,same_split_family_validation,4981,699,82,0.55,0.35,0.1,rank_percentile
+random,all_labeled+0.2*field_compatible_e2g,all_labeled,field_compatible_e2g,0.2,0.05,0.13267419255674037,same_split_family_validation,6171,827,110,0.8,0.05,0.15,rank_percentile
diff --git a/results/s2t/gasperini_gse120861/learned_deepset_skip_observed_hic_h64_b025_metrics.csv b/results/s2t/gasperini_gse120861/learned_deepset_skip_observed_hic_h64_b025_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..91108640fa70bbea0aaa046c31500198bd7b1a58
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_deepset_skip_observed_hic_h64_b025_metrics.csv
@@ -0,0 +1,151 @@
+split_family,split,n_regions,n_pairs,n_positive,metric,value,training_label_policy,hidden_dim,dropout,use_linear_skip,learning_rate,weight_decay,binary_loss_weight,listwise_loss_weight,scaled_feature_clip,batch_size,max_epochs,patience,best_epoch,best_validation_loss,n_fit_pairs,n_fit_regions,n_listwise_regions,n_fit_positive,device,model_name,model_version
+random,test,832,6103,96,recall_at_1,0.07572115384615384,strict,64,0.1,True,0.001,0.0001,0.25,1.0,50.0,128,35,7,2,1.0018797942570277,28048,3886,411,458,mps,deepset_skip_observed_hic_h64_b025,0.1.0
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+random,test,832,6103,96,recall_at_5,0.09254807692307693,strict,64,0.1,True,0.001,0.0001,0.25,1.0,50.0,128,35,7,2,1.0018797942570277,28048,3886,411,458,mps,deepset_skip_observed_hic_h64_b025,0.1.0
+random,test,832,6103,96,mrr,0.08416210297378061,strict,64,0.1,True,0.001,0.0001,0.25,1.0,50.0,128,35,7,2,1.0018797942570277,28048,3886,411,458,mps,deepset_skip_observed_hic_h64_b025,0.1.0
+random,test,832,6103,96,auroc,0.9009939792464348,strict,64,0.1,True,0.001,0.0001,0.25,1.0,50.0,128,35,7,2,1.0018797942570277,28048,3886,411,458,mps,deepset_skip_observed_hic_h64_b025,0.1.0
+random,test,832,6103,96,auprc,0.29590066891324146,strict,64,0.1,True,0.001,0.0001,0.25,1.0,50.0,128,35,7,2,1.0018797942570277,28048,3886,411,458,mps,deepset_skip_observed_hic_h64_b025,0.1.0
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+random,val,827,6171,110,recall_at_1,0.09794437726723096,strict,64,0.1,True,0.001,0.0001,0.25,1.0,50.0,128,35,7,2,1.0018797942570277,28048,3886,411,458,mps,deepset_skip_observed_hic_h64_b025,0.1.0
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diff --git a/results/s2t/gasperini_gse120861/learned_gene_set_transformer_highconf_h64_heads4_l1_s05_g2_metrics.csv b/results/s2t/gasperini_gse120861/learned_gene_set_transformer_highconf_h64_heads4_l1_s05_g2_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..1cd93e0a9efea0a5b1497c9811080ade76eb5c94
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_gene_set_transformer_highconf_h64_heads4_l1_s05_g2_metrics.csv
@@ -0,0 +1,151 @@
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diff --git a/results/s2t/gasperini_gse120861/learned_lightgbm_distance_abc_jaspar2026_k562_erythroid_maxscore_interactions_slice_metrics.csv b/results/s2t/gasperini_gse120861/learned_lightgbm_distance_abc_jaspar2026_k562_erythroid_maxscore_interactions_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..9fc897e64bfb6886aab5169a525c3a3380456215
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_lightgbm_distance_abc_jaspar2026_k562_erythroid_maxscore_interactions_slice_metrics.csv
@@ -0,0 +1,955 @@
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diff --git a/results/s2t/gasperini_gse120861/learned_lightgbm_distance_abc_jaspar2026_pilot_interactions_metrics.csv b/results/s2t/gasperini_gse120861/learned_lightgbm_distance_abc_jaspar2026_pilot_interactions_metrics.csv
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index 0000000000000000000000000000000000000000..14bc0fb4a11b8f8fccc7fc719308a81b2c834d34
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index 0000000000000000000000000000000000000000..bcb0d2801f99b6a7deb91270a38619b273a4b61d
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diff --git a/results/s2t/gasperini_gse120861/learned_lightgbm_distance_abc_jaspar2026_pilot_maxscore_sliceaware_interactions_slice_metrics.csv b/results/s2t/gasperini_gse120861/learned_lightgbm_distance_abc_jaspar2026_pilot_maxscore_sliceaware_interactions_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c63f6095822b4c2ef3d85c9b7e2b446278670d41
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_lightgbm_distance_abc_jaspar2026_pilot_maxscore_sliceaware_interactions_slice_metrics.csv
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diff --git a/results/s2t/gasperini_gse120861/learned_lightgbm_observed_hic_reabc_tuned_feature_importance.csv b/results/s2t/gasperini_gse120861/learned_lightgbm_observed_hic_reabc_tuned_feature_importance.csv
new file mode 100644
index 0000000000000000000000000000000000000000..060d04efe6b01ea8f442fb1b08092c101c573a43
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_lightgbm_observed_hic_reabc_tuned_feature_importance.csv
@@ -0,0 +1,2241 @@
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diff --git a/results/s2t/gasperini_gse120861/learned_lightgbm_tuned_distance_abc_jaspar2026_pilot_interactions_feature_importance.csv b/results/s2t/gasperini_gse120861/learned_lightgbm_tuned_distance_abc_jaspar2026_pilot_interactions_feature_importance.csv
new file mode 100644
index 0000000000000000000000000000000000000000..abacf7af4684592e5644bc8d2546c890291126ab
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_lightgbm_tuned_distance_abc_jaspar2026_pilot_interactions_feature_importance.csv
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diff --git a/results/s2t/gasperini_gse120861/learned_listwise_observed_hic_l2_0001_b005_metrics.csv b/results/s2t/gasperini_gse120861/learned_listwise_observed_hic_l2_0001_b005_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b6ea617bd6d69c6b4ba4977cadd96d12fbee7265
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_listwise_observed_hic_l2_0001_b005_metrics.csv
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diff --git a/results/s2t/gasperini_gse120861/learned_listwise_observed_hic_l2_01_b01_coefficients.csv b/results/s2t/gasperini_gse120861/learned_listwise_observed_hic_l2_01_b01_coefficients.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ce524da417f6c35a63954ee7cc47d644b5d5b055
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_listwise_observed_hic_l2_01_b01_coefficients.csv
@@ -0,0 +1,2241 @@
+split_family,model_name,model_version,feature_name,coefficient,abs_coefficient
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diff --git a/results/s2t/gasperini_gse120861/learned_listwise_observed_hic_l2_01_b01_slice_metrics.csv b/results/s2t/gasperini_gse120861/learned_listwise_observed_hic_l2_01_b01_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7d625e99e6286ba994677a33b23d45e491eec66a
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_listwise_observed_hic_l2_01_b01_slice_metrics.csv
@@ -0,0 +1,1495 @@
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diff --git a/results/s2t/gasperini_gse120861/learned_logistic_abc_contact_c0003.log b/results/s2t/gasperini_gse120861/learned_logistic_abc_contact_c0003.log
new file mode 100644
index 0000000000000000000000000000000000000000..1017f67d214197c4c5ec0b906b31619f322e48e0
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_logistic_abc_contact_c0003.log
@@ -0,0 +1,1648 @@
+            split_family split  n_regions  n_pairs  n_positive      metric    value logistic_penalty  logistic_c  tuned tune_metric training_label_policy  n_fit_pairs  n_fit_positive                 model_name model_version
+                  random  test        832     6103          96 recall_at_1 0.074519               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test        832     6103          96 recall_at_3 0.087740               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test        832     6103          96 recall_at_5 0.092548               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test        832     6103          96         mrr 0.082591               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test        832     6103          96       auroc 0.886318               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test        832     6103          96       auprc 0.248333               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train       3886    28048         458 recall_at_1 0.075914               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train       3886    28048         458 recall_at_3 0.088008               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train       3886    28048         458 recall_at_5 0.092126               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train       3886    28048         458         mrr 0.083624               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train       3886    28048         458       auroc 0.873792               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train       3886    28048         458       auprc 0.192057               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val        827     6171         110 recall_at_1 0.093108               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val        827     6171         110 recall_at_3 0.108827               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val        827     6171         110 recall_at_5 0.117291               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val        827     6171         110         mrr 0.103388               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val        827     6171         110       auroc 0.863290               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val        827     6171         110       auprc 0.220707               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+              chromosome  test        102      362           7 recall_at_1 0.039216               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test        102      362           7 recall_at_3 0.068627               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test        102      362           7 recall_at_5 0.068627               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test        102      362           7         mrr 0.053922               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test        102      362           7       auroc 0.900604               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test        102      362           7       auprc 0.145040               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train       5191    36929         618 recall_at_1 0.079561               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train       5191    36929         618 recall_at_3 0.091312               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train       5191    36929         618 recall_at_5 0.095935               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train       5191    36929         618         mrr 0.087209               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train       5191    36929         618       auroc 0.877796               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train       5191    36929         618       auprc 0.206149               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val        252     3031          39 recall_at_1 0.075397               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val        252     3031          39 recall_at_3 0.103175               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val        252     3031          39 recall_at_5 0.107143               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val        252     3031          39         mrr 0.090552               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val        252     3031          39       auroc 0.810289               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val        252     3031          39       auprc 0.195382               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test       1148     9006         131 recall_at_1 0.081882               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test       1148     9006         131 recall_at_3 0.095819               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test       1148     9006         131 recall_at_5 0.101916               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test       1148     9006         131         mrr 0.090357               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test       1148     9006         131       auroc 0.874274               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test       1148     9006         131       auprc 0.233811               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train       4397    31316         533 recall_at_1 0.077553               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train       4397    31316         533 recall_at_3 0.090516               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train       4397    31316         533 recall_at_5 0.094610               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train       4397    31316         533         mrr 0.085714               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train       4397    31316         533       auroc 0.873494               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train       4397    31316         533       auprc 0.197408               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test       1209     8301         134 recall_at_1 0.076096               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test       1209     8301         134 recall_at_3 0.083540               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test       1209     8301         134 recall_at_5 0.085194               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test       1209     8301         134         mrr 0.081437               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test       1209     8301         134       auroc 0.852152               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test       1209     8301         134       auprc 0.195661               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train       4336    32021         530 recall_at_1 0.079566               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train       4336    32021         530 recall_at_3 0.093404               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train       4336    32021         530 recall_at_5 0.098708               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train       4336    32021         530         mrr 0.088268               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train       4336    32021         530       auroc 0.871249               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train       4336    32021         530       auprc 0.215805               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test        961     6051         131 recall_at_1 0.090531               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test        961     6051         131 recall_at_3 0.105099               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test        961     6051         131 recall_at_5 0.111342               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test        961     6051         131         mrr 0.099129               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test        961     6051         131       auroc 0.866994               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test        961     6051         131       auprc 0.192932               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train       4584    34271         533 recall_at_1 0.076353               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train       4584    34271         533 recall_at_3 0.088133               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train       4584    34271         533 recall_at_5 0.092932               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train       4584    34271         533         mrr 0.084165               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train       4584    34271         533       auroc 0.875345               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train       4584    34271         533       auprc 0.206224               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test       1130     9403         135 recall_at_1 0.069027               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test       1130     9403         135 recall_at_3 0.083186               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test       1130     9403         135 recall_at_5 0.086726               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test       1130     9403         135         mrr 0.078199               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test       1130     9403         135       auroc 0.829943               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test       1130     9403         135       auprc 0.161558               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train       4415    30919         529 recall_at_1 0.080634               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train       4415    30919         529 recall_at_3 0.093771               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train       4415    30919         529 recall_at_5 0.098075               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train       4415    30919         529         mrr 0.088649               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train       4415    30919         529       auroc 0.884957               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train       4415    30919         529       auprc 0.216569               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test       1097     7561         133 recall_at_1 0.074749               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test       1097     7561         133 recall_at_3 0.092069               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test       1097     7561         133 recall_at_5 0.094804               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test       1097     7561         133         mrr 0.084206               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test       1097     7561         133       auroc 0.869158               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test       1097     7561         133       auprc 0.205655               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train       4448    32761         531 recall_at_1 0.078912               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train       4448    32761         531 recall_at_3 0.090827               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train       4448    32761         531 recall_at_5 0.095998               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train       4448    32761         531         mrr 0.086844               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train       4448    32761         531       auroc 0.875319               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train       4448    32761         531       auprc 0.203977               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test        122     1433         155 recall_at_1 0.655738               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test        122     1433         155 recall_at_3 0.795082               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test        122     1433         155 recall_at_5 0.844262               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test        122     1433         155         mrr 0.750061               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test        122     1433         155       auroc 0.828538               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test        122     1433         155       auprc 0.527467               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train       5351    38108         427 recall_at_1 0.056064               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train       5351    38108         427 recall_at_3 0.064287               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train       5351    38108         427 recall_at_5 0.067464               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train       5351    38108         427         mrr 0.061300               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train       5351    38108         427       auroc 0.874929               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train       5351    38108         427       auprc 0.160115               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val         72      781          82 recall_at_1 0.736111               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val         72      781          82 recall_at_3 0.888889               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val         72      781          82 recall_at_5 0.888889               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val         72      781          82         mrr 0.819484               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val         72      781          82       auroc 0.892076               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val         72      781          82       auprc 0.664102               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test       1205     9430         155 recall_at_1 0.066390               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test       1205     9430         155 recall_at_3 0.080498               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test       1205     9430         155 recall_at_5 0.085477               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test       1205     9430         155         mrr 0.075958               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test       1205     9430         155       auroc 0.822792               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test       1205     9430         155       auprc 0.139116               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train       3641    25911         427 recall_at_1 0.082395               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train       3641    25911         427 recall_at_3 0.094480               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train       3641    25911         427 recall_at_5 0.099423               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train       3641    25911         427         mrr 0.090134               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train       3641    25911         427       auroc 0.875033               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train       3641    25911         427       auprc 0.215323               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val        699     4981          82 recall_at_1 0.075823               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val        699     4981          82 recall_at_3 0.090129               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val        699     4981          82 recall_at_5 0.091559               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val        699     4981          82         mrr 0.084302               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val        699     4981          82       auroc 0.884558               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val        699     4981          82       auprc 0.217597               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test        819     5961          85 recall_at_1 0.072039               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test        819     5961          85 recall_at_3 0.080586               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test        819     5961          85 recall_at_5 0.080586               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test        819     5961          85         mrr 0.077326               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test        819     5961          85       auroc 0.859474               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test        819     5961          85       auprc 0.207139               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train       3913    28117         485 recall_at_1 0.079223               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train       3913    28117         485 recall_at_3 0.093790               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train       3913    28117         485 recall_at_5 0.099412               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train       3913    28117         485         mrr 0.088322               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train       3913    28117         485       auroc 0.869629               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train       3913    28117         485       auprc 0.210039               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val        813     6244          94 recall_at_1 0.078721               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val        813     6244          94 recall_at_3 0.092251               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val        813     6244          94 recall_at_5 0.094711               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val        813     6244          94         mrr 0.087040               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val        813     6244          94       auroc 0.904477               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val        813     6244          94       auprc 0.252148               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+
+Slice metrics:
+            split_family split                            slice  n_regions  n_pairs  n_positive      metric    value logistic_penalty  logistic_c  tuned tune_metric training_label_policy  n_fit_pairs  n_fit_positive                 model_name model_version
+                  random  test                      all_labeled        832     6103          96 recall_at_1 0.074519               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test                      all_labeled        832     6103          96 recall_at_3 0.087740               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test                      all_labeled        832     6103          96 recall_at_5 0.092548               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test                      all_labeled        832     6103          96         mrr 0.082591               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test                      all_labeled        832     6103          96       auroc 0.886318               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test                      all_labeled        832     6103          96       auprc 0.248333               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test          positive_target_nearest         53      499          63 recall_at_1 1.000000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test          positive_target_nearest         53      499          63 recall_at_3 1.000000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test          positive_target_nearest         53      499          63 recall_at_5 1.000000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test          positive_target_nearest         53      499          63         mrr 1.000000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test          positive_target_nearest         53      499          63       auroc 0.977902               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test          positive_target_nearest         53      499          63       auprc 0.886127               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test      positive_target_non_nearest         37      510          50 recall_at_1 0.432432               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test      positive_target_non_nearest         37      510          50 recall_at_3 0.729730               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test      positive_target_non_nearest         37      510          50 recall_at_5 0.837838               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test      positive_target_non_nearest         37      510          50         mrr 0.613937               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test      positive_target_non_nearest         37      510          50       auroc 0.759783               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test      positive_target_non_nearest         37      510          50       auprc 0.385087               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test     positive_target_nearest_only         46      392          46 recall_at_1 1.000000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test     positive_target_nearest_only         46      392          46 recall_at_3 1.000000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test     positive_target_nearest_only         46      392          46 recall_at_5 1.000000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test     positive_target_nearest_only         46      392          46         mrr 1.000000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test     positive_target_nearest_only         46      392          46       auroc 0.991392               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test     positive_target_nearest_only         46      392          46       auprc 0.929276               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test positive_target_non_nearest_only         30      403          33 recall_at_1 0.300000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test positive_target_non_nearest_only         30      403          33 recall_at_3 0.666667               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test positive_target_non_nearest_only         30      403          33 recall_at_5 0.800000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test positive_target_non_nearest_only         30      403          33         mrr 0.523856               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test positive_target_non_nearest_only         30      403          33       auroc 0.702457               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test positive_target_non_nearest_only         30      403          33       auprc 0.230792               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test                  distance_0_10kb         26      326          27 recall_at_1 0.923077               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test                  distance_0_10kb         26      326          27 recall_at_3 1.000000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test                  distance_0_10kb         26      326          27 recall_at_5 1.000000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test                  distance_0_10kb         26      326          27         mrr 0.961538               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test                  distance_0_10kb         26      326          27       auroc 0.994674               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test                  distance_0_10kb         26      326          27       auprc 0.932698               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test                 distance_10_50kb         26      282          34 recall_at_1 0.884615               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test                 distance_10_50kb         26      282          34 recall_at_3 1.000000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test                 distance_10_50kb         26      282          34 recall_at_5 1.000000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test                 distance_10_50kb         26      282          34         mrr 0.935897               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test                 distance_10_50kb         26      282          34       auroc 0.953036               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test                 distance_10_50kb         26      282          34       auprc 0.783493               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test                distance_50_100kb         19      120          24 recall_at_1 0.789474               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test                distance_50_100kb         19      120          24 recall_at_3 0.947368               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test                distance_50_100kb         19      120          24 recall_at_5 1.000000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test                distance_50_100kb         19      120          24         mrr 0.872807               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test                distance_50_100kb         19      120          24       auroc 0.908420               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test                distance_50_100kb         19      120          24       auprc 0.715714               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test               distance_100_500kb         15      226          23 recall_at_1 0.333333               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test               distance_100_500kb         15      226          23 recall_at_3 0.533333               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test               distance_100_500kb         15      226          23 recall_at_5 0.733333               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test               distance_100_500kb         15      226          23         mrr 0.504902               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test               distance_100_500kb         15      226          23       auroc 0.616192               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test               distance_100_500kb         15      226          23       auprc 0.230230               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test               distance_500kb_1mb          3       86           6 recall_at_1 0.333333               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test               distance_500kb_1mb          3       86           6 recall_at_3 0.333333               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test               distance_500kb_1mb          3       86           6 recall_at_5 0.333333               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test               distance_500kb_1mb          3       86           6         mrr 0.408497               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test               distance_500kb_1mb          3       86           6       auroc 0.493750               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random  test               distance_500kb_1mb          3       86           6       auprc 0.229646               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train                      all_labeled       3886    28048         458 recall_at_1 0.075914               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train                      all_labeled       3886    28048         458 recall_at_3 0.088008               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train                      all_labeled       3886    28048         458 recall_at_5 0.092126               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train                      all_labeled       3886    28048         458         mrr 0.083624               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train                      all_labeled       3886    28048         458       auroc 0.873792               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train                      all_labeled       3886    28048         458       auprc 0.192057               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train          positive_target_nearest        247     1858         279 recall_at_1 0.979757               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train          positive_target_nearest        247     1858         279 recall_at_3 1.000000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train          positive_target_nearest        247     1858         279 recall_at_5 1.000000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train          positive_target_nearest        247     1858         279         mrr 0.989879               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train          positive_target_nearest        247     1858         279       auroc 0.970241               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train          positive_target_nearest        247     1858         279       auprc 0.903152               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train      positive_target_non_nearest        191     2529         238 recall_at_1 0.413613               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train      positive_target_non_nearest        191     2529         238 recall_at_3 0.638743               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train      positive_target_non_nearest        191     2529         238 recall_at_5 0.722513               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train      positive_target_non_nearest        191     2529         238         mrr 0.560025               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train      positive_target_non_nearest        191     2529         238       auroc 0.738192               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train      positive_target_non_nearest        191     2529         238       auprc 0.339838               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train     positive_target_nearest_only        220     1544         220 recall_at_1 0.981818               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train     positive_target_nearest_only        220     1544         220 recall_at_3 1.000000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train     positive_target_nearest_only        220     1544         220 recall_at_5 1.000000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train     positive_target_nearest_only        220     1544         220         mrr 0.990909               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train     positive_target_nearest_only        220     1544         220       auroc 0.992839               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train     positive_target_nearest_only        220     1544         220       auprc 0.950453               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train positive_target_non_nearest_only        164     2215         179 recall_at_1 0.323171               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train positive_target_non_nearest_only        164     2215         179 recall_at_3 0.579268               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train positive_target_non_nearest_only        164     2215         179 recall_at_5 0.676829               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train positive_target_non_nearest_only        164     2215         179         mrr 0.490639               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train positive_target_non_nearest_only        164     2215         179       auroc 0.696461               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train positive_target_non_nearest_only        164     2215         179       auprc 0.219420               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train                  distance_0_10kb         95      966         105 recall_at_1 1.000000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train                  distance_0_10kb         95      966         105 recall_at_3 1.000000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train                  distance_0_10kb         95      966         105 recall_at_5 1.000000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train                  distance_0_10kb         95      966         105         mrr 1.000000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train                  distance_0_10kb         95      966         105       auroc 0.970444               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train                  distance_0_10kb         95      966         105       auprc 0.927408               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train                 distance_10_50kb        140     1194         162 recall_at_1 0.878571               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train                 distance_10_50kb        140     1194         162 recall_at_3 0.992857               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train                 distance_10_50kb        140     1194         162 recall_at_5 1.000000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train                 distance_10_50kb        140     1194         162         mrr 0.935119               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train                 distance_10_50kb        140     1194         162       auroc 0.958100               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train                 distance_10_50kb        140     1194         162       auprc 0.816147               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train                distance_50_100kb         60      465          74 recall_at_1 0.800000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train                distance_50_100kb         60      465          74 recall_at_3 0.950000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train                distance_50_100kb         60      465          74 recall_at_5 0.983333               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train                distance_50_100kb         60      465          74         mrr 0.882937               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train                distance_50_100kb         60      465          74       auroc 0.929287               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train                distance_50_100kb         60      465          74       auprc 0.680845               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train               distance_100_500kb         95     1033         121 recall_at_1 0.505263               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train               distance_100_500kb         95     1033         121 recall_at_3 0.673684               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train               distance_100_500kb         95     1033         121 recall_at_5 0.757895               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train               distance_100_500kb         95     1033         121         mrr 0.620305               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train               distance_100_500kb         95     1033         121       auroc 0.752818               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train               distance_100_500kb         95     1033         121       auprc 0.396639               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train               distance_500kb_1mb         51      808          65 recall_at_1 0.117647               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train               distance_500kb_1mb         51      808          65 recall_at_3 0.294118               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train               distance_500kb_1mb         51      808          65 recall_at_5 0.392157               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train               distance_500kb_1mb         51      808          65         mrr 0.272093               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train               distance_500kb_1mb         51      808          65       auroc 0.487545               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random train               distance_500kb_1mb         51      808          65       auprc 0.128138               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val                      all_labeled        827     6171         110 recall_at_1 0.093108               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val                      all_labeled        827     6171         110 recall_at_3 0.108827               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val                      all_labeled        827     6171         110 recall_at_5 0.117291               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val                      all_labeled        827     6171         110         mrr 0.103388               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val                      all_labeled        827     6171         110       auroc 0.863290               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val                      all_labeled        827     6171         110       auprc 0.220707               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val          positive_target_nearest         61      469          65 recall_at_1 1.000000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val          positive_target_nearest         61      469          65 recall_at_3 1.000000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val          positive_target_nearest         61      469          65 recall_at_5 1.000000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val          positive_target_nearest         61      469          65         mrr 1.000000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val          positive_target_nearest         61      469          65       auroc 0.981531               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val          positive_target_nearest         61      469          65       auprc 0.945408               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val      positive_target_non_nearest         49      501          53 recall_at_1 0.408163               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val      positive_target_non_nearest         49      501          53 recall_at_3 0.673469               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val      positive_target_non_nearest         49      501          53 recall_at_5 0.816327               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val      positive_target_non_nearest         49      501          53         mrr 0.581672               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val      positive_target_non_nearest         49      501          53       auroc 0.722625               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val      positive_target_non_nearest         49      501          53       auprc 0.296898               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val     positive_target_nearest_only         57      433          57 recall_at_1 1.000000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val     positive_target_nearest_only         57      433          57 recall_at_3 1.000000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val     positive_target_nearest_only         57      433          57 recall_at_5 1.000000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val     positive_target_nearest_only         57      433          57         mrr 1.000000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val     positive_target_nearest_only         57      433          57       auroc 0.994401               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val     positive_target_nearest_only         57      433          57       auprc 0.971427               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val positive_target_non_nearest_only         45      465          45 recall_at_1 0.355556               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val positive_target_non_nearest_only         45      465          45 recall_at_3 0.644444               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val positive_target_non_nearest_only         45      465          45 recall_at_5 0.800000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val positive_target_non_nearest_only         45      465          45         mrr 0.544487               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val positive_target_non_nearest_only         45      465          45       auroc 0.700370               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val positive_target_non_nearest_only         45      465          45       auprc 0.246734               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val                  distance_0_10kb         27      311          28 recall_at_1 1.000000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val                  distance_0_10kb         27      311          28 recall_at_3 1.000000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val                  distance_0_10kb         27      311          28 recall_at_5 1.000000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val                  distance_0_10kb         27      311          28         mrr 1.000000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val                  distance_0_10kb         27      311          28       auroc 0.997855               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val                  distance_0_10kb         27      311          28       auprc 0.984123               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val                 distance_10_50kb         26      169          27 recall_at_1 0.807692               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val                 distance_10_50kb         26      169          27 recall_at_3 1.000000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val                 distance_10_50kb         26      169          27 recall_at_5 1.000000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val                 distance_10_50kb         26      169          27         mrr 0.897436               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val                 distance_10_50kb         26      169          27       auroc 0.947574               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val                 distance_10_50kb         26      169          27       auprc 0.731597               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val                distance_50_100kb         27      187          28 recall_at_1 0.814815               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val                distance_50_100kb         27      187          28 recall_at_3 0.962963               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val                distance_50_100kb         27      187          28 recall_at_5 0.962963               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val                distance_50_100kb         27      187          28         mrr 0.895062               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val                distance_50_100kb         27      187          28       auroc 0.887466               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val                distance_50_100kb         27      187          28       auprc 0.610185               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val               distance_100_500kb         16      141          18 recall_at_1 0.500000               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val               distance_100_500kb         16      141          18 recall_at_3 0.687500               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val               distance_100_500kb         16      141          18 recall_at_5 0.812500               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val               distance_100_500kb         16      141          18         mrr 0.625781               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val               distance_100_500kb         16      141          18       auroc 0.749322               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val               distance_100_500kb         16      141          18       auprc 0.431857               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val               distance_500kb_1mb         12      146          13 recall_at_1 0.083333               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val               distance_500kb_1mb         12      146          13 recall_at_3 0.166667               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val               distance_500kb_1mb         12      146          13 recall_at_5 0.583333               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val               distance_500kb_1mb         12      146          13         mrr 0.249119               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val               distance_500kb_1mb         12      146          13       auroc 0.502024               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+                  random   val               distance_500kb_1mb         12      146          13       auprc 0.124133               l2       0.003  False                            strict        28048             458 logistic_abc_contact_c0003         0.1.0
+              chromosome  test                      all_labeled        102      362           7 recall_at_1 0.039216               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test                      all_labeled        102      362           7 recall_at_3 0.068627               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test                      all_labeled        102      362           7 recall_at_5 0.068627               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test                      all_labeled        102      362           7         mrr 0.053922               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test                      all_labeled        102      362           7       auroc 0.900604               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test                      all_labeled        102      362           7       auprc 0.145040               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test          positive_target_nearest          4       19           4 recall_at_1 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test          positive_target_nearest          4       19           4 recall_at_3 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test          positive_target_nearest          4       19           4 recall_at_5 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test          positive_target_nearest          4       19           4         mrr 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test          positive_target_nearest          4       19           4       auroc 0.966667               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test          positive_target_nearest          4       19           4       auprc 0.887500               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test      positive_target_non_nearest          3       11           3 recall_at_1 0.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test      positive_target_non_nearest          3       11           3 recall_at_3 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test      positive_target_non_nearest          3       11           3 recall_at_5 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test      positive_target_non_nearest          3       11           3         mrr 0.500000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test      positive_target_non_nearest          3       11           3       auroc 0.625000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test      positive_target_non_nearest          3       11           3       auprc 0.383333               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test     positive_target_nearest_only          4       19           4 recall_at_1 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test     positive_target_nearest_only          4       19           4 recall_at_3 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test     positive_target_nearest_only          4       19           4 recall_at_5 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test     positive_target_nearest_only          4       19           4         mrr 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test     positive_target_nearest_only          4       19           4       auroc 0.966667               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test     positive_target_nearest_only          4       19           4       auprc 0.887500               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test positive_target_non_nearest_only          3       11           3 recall_at_1 0.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test positive_target_non_nearest_only          3       11           3 recall_at_3 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test positive_target_non_nearest_only          3       11           3 recall_at_5 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test positive_target_non_nearest_only          3       11           3         mrr 0.500000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test positive_target_non_nearest_only          3       11           3       auroc 0.625000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test positive_target_non_nearest_only          3       11           3       auprc 0.383333               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test                  distance_0_10kb          1        4           1 recall_at_1 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test                  distance_0_10kb          1        4           1 recall_at_3 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test                  distance_0_10kb          1        4           1 recall_at_5 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test                  distance_0_10kb          1        4           1         mrr 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test                  distance_0_10kb          1        4           1       auroc 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test                  distance_0_10kb          1        4           1       auprc 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test                 distance_10_50kb          2        5           2 recall_at_1 0.500000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test                 distance_10_50kb          2        5           2 recall_at_3 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test                 distance_10_50kb          2        5           2 recall_at_5 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test                 distance_10_50kb          2        5           2         mrr 0.750000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test                 distance_10_50kb          2        5           2       auroc 0.666667               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test                 distance_10_50kb          2        5           2       auprc 0.750000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test                distance_50_100kb          2       13           2 recall_at_1 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test                distance_50_100kb          2       13           2 recall_at_3 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test                distance_50_100kb          2       13           2 recall_at_5 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test                distance_50_100kb          2       13           2         mrr 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test                distance_50_100kb          2       13           2       auroc 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test                distance_50_100kb          2       13           2       auprc 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test               distance_100_500kb          2        8           2 recall_at_1 0.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test               distance_100_500kb          2        8           2 recall_at_3 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test               distance_100_500kb          2        8           2 recall_at_5 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test               distance_100_500kb          2        8           2         mrr 0.500000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test               distance_100_500kb          2        8           2       auroc 0.666667               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome  test               distance_100_500kb          2        8           2       auprc 0.416667               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train                      all_labeled       5191    36929         618 recall_at_1 0.079561               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train                      all_labeled       5191    36929         618 recall_at_3 0.091312               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train                      all_labeled       5191    36929         618 recall_at_5 0.095935               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train                      all_labeled       5191    36929         618         mrr 0.087209               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train                      all_labeled       5191    36929         618       auroc 0.877796               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train                      all_labeled       5191    36929         618       auprc 0.206149               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train          positive_target_nearest        339     2572         382 recall_at_1 0.991150               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train          positive_target_nearest        339     2572         382 recall_at_3 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train          positive_target_nearest        339     2572         382 recall_at_5 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train          positive_target_nearest        339     2572         382         mrr 0.995575               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train          positive_target_nearest        339     2572         382       auroc 0.977404               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train          positive_target_nearest        339     2572         382       auprc 0.922378               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train      positive_target_non_nearest        256     3200         314 recall_at_1 0.433594               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train      positive_target_non_nearest        256     3200         314 recall_at_3 0.664062               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train      positive_target_non_nearest        256     3200         314 recall_at_5 0.757812               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train      positive_target_non_nearest        256     3200         314         mrr 0.584782               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train      positive_target_non_nearest        256     3200         314       auroc 0.749921               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train      positive_target_non_nearest        256     3200         314       auprc 0.356961               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train     positive_target_nearest_only        304     2161         304 recall_at_1 0.993421               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train     positive_target_nearest_only        304     2161         304 recall_at_3 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train     positive_target_nearest_only        304     2161         304 recall_at_5 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train     positive_target_nearest_only        304     2161         304         mrr 0.996711               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train     positive_target_nearest_only        304     2161         304       auroc 0.994496               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train     positive_target_nearest_only        304     2161         304       auprc 0.962388               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train positive_target_non_nearest_only        221     2789         236 recall_at_1 0.348416               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train positive_target_non_nearest_only        221     2789         236 recall_at_3 0.610860               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train positive_target_non_nearest_only        221     2789         236 recall_at_5 0.719457               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train positive_target_non_nearest_only        221     2789         236         mrr 0.521286               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train positive_target_non_nearest_only        221     2789         236       auroc 0.707999               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train positive_target_non_nearest_only        221     2789         236       auprc 0.243869               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train                  distance_0_10kb        138     1461         147 recall_at_1 0.985507               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train                  distance_0_10kb        138     1461         147 recall_at_3 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train                  distance_0_10kb        138     1461         147 recall_at_5 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train                  distance_0_10kb        138     1461         147         mrr 0.992754               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train                  distance_0_10kb        138     1461         147       auroc 0.984945               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train                  distance_0_10kb        138     1461         147       auprc 0.941438               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train                 distance_10_50kb        176     1451         204 recall_at_1 0.903409               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train                 distance_10_50kb        176     1451         204 recall_at_3 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train                 distance_10_50kb        176     1451         204 recall_at_5 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train                 distance_10_50kb        176     1451         204         mrr 0.947917               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train                 distance_10_50kb        176     1451         204       auroc 0.961736               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train                 distance_10_50kb        176     1451         204       auprc 0.840702               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train                distance_50_100kb        101      717         121 recall_at_1 0.811881               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train                distance_50_100kb        101      717         121 recall_at_3 0.960396               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train                distance_50_100kb        101      717         121 recall_at_5 0.980198               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train                distance_50_100kb        101      717         121         mrr 0.890853               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train                distance_50_100kb        101      717         121       auroc 0.922306               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train                distance_50_100kb        101      717         121       auprc 0.677685               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train               distance_100_500kb        120     1340         154 recall_at_1 0.491667               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train               distance_100_500kb        120     1340         154 recall_at_3 0.675000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train               distance_100_500kb        120     1340         154 recall_at_5 0.766667               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train               distance_100_500kb        120     1340         154         mrr 0.617923               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train               distance_100_500kb        120     1340         154       auroc 0.756061               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train               distance_100_500kb        120     1340         154       auprc 0.383204               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train               distance_500kb_1mb         59      880          75 recall_at_1 0.118644               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train               distance_500kb_1mb         59      880          75 recall_at_3 0.254237               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train               distance_500kb_1mb         59      880          75 recall_at_5 0.440678               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train               distance_500kb_1mb         59      880          75         mrr 0.274380               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train               distance_500kb_1mb         59      880          75       auroc 0.458849               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome train               distance_500kb_1mb         59      880          75       auprc 0.121630               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val                      all_labeled        252     3031          39 recall_at_1 0.075397               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val                      all_labeled        252     3031          39 recall_at_3 0.103175               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val                      all_labeled        252     3031          39 recall_at_5 0.107143               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val                      all_labeled        252     3031          39         mrr 0.090552               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val                      all_labeled        252     3031          39       auroc 0.810289               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val                      all_labeled        252     3031          39       auprc 0.195382               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val          positive_target_nearest         18      235          21 recall_at_1 0.888889               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val          positive_target_nearest         18      235          21 recall_at_3 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val          positive_target_nearest         18      235          21 recall_at_5 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val          positive_target_nearest         18      235          21         mrr 0.944444               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val          positive_target_nearest         18      235          21       auroc 0.931687               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val          positive_target_nearest         18      235          21       auprc 0.682785               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val      positive_target_non_nearest         18      329          24 recall_at_1 0.333333               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val      positive_target_non_nearest         18      329          24 recall_at_3 0.611111               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val      positive_target_non_nearest         18      329          24 recall_at_5 0.666667               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val      positive_target_non_nearest         18      329          24         mrr 0.489943               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val      positive_target_non_nearest         18      329          24       auroc 0.680464               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val      positive_target_non_nearest         18      329          24       auprc 0.265248               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val     positive_target_nearest_only         15      189          15 recall_at_1 0.866667               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val     positive_target_nearest_only         15      189          15 recall_at_3 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val     positive_target_nearest_only         15      189          15 recall_at_5 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val     positive_target_nearest_only         15      189          15         mrr 0.933333               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val     positive_target_nearest_only         15      189          15       auroc 0.986973               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val     positive_target_nearest_only         15      189          15       auprc 0.759412               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val positive_target_non_nearest_only         15      283          18 recall_at_1 0.200000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val positive_target_non_nearest_only         15      283          18 recall_at_3 0.533333               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val positive_target_non_nearest_only         15      283          18 recall_at_5 0.600000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val positive_target_non_nearest_only         15      283          18         mrr 0.387932               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val positive_target_non_nearest_only         15      283          18       auroc 0.644444               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val positive_target_non_nearest_only         15      283          18       auprc 0.183977               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val                  distance_0_10kb          9      138          12 recall_at_1 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val                  distance_0_10kb          9      138          12 recall_at_3 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val                  distance_0_10kb          9      138          12 recall_at_5 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val                  distance_0_10kb          9      138          12         mrr 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val                  distance_0_10kb          9      138          12       auroc 0.914683               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val                  distance_0_10kb          9      138          12       auprc 0.748674               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val                 distance_10_50kb         14      189          17 recall_at_1 0.642857               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val                 distance_10_50kb         14      189          17 recall_at_3 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val                 distance_10_50kb         14      189          17 recall_at_5 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val                 distance_10_50kb         14      189          17         mrr 0.809524               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val                 distance_10_50kb         14      189          17       auroc 0.947674               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val                 distance_10_50kb         14      189          17       auprc 0.513594               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val                distance_50_100kb          3       42           3 recall_at_1 0.666667               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val                distance_50_100kb          3       42           3 recall_at_3 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val                distance_50_100kb          3       42           3 recall_at_5 1.000000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val                distance_50_100kb          3       42           3         mrr 0.833333               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val                distance_50_100kb          3       42           3       auroc 0.974359               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val                distance_50_100kb          3       42           3       auprc 0.638889               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val               distance_100_500kb          4       52           6 recall_at_1 0.250000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val               distance_100_500kb          4       52           6 recall_at_3 0.500000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val               distance_100_500kb          4       52           6 recall_at_5 0.750000               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val               distance_100_500kb          4       52           6         mrr 0.411111               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val               distance_100_500kb          4       52           6       auroc 0.590580               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val               distance_100_500kb          4       52           6       auprc 0.312020               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val               distance_500kb_1mb          7      160           9 recall_at_1 0.142857               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val               distance_500kb_1mb          7      160           9 recall_at_3 0.142857               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val               distance_500kb_1mb          7      160           9 recall_at_5 0.142857               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val               distance_500kb_1mb          7      160           9         mrr 0.207474               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val               distance_500kb_1mb          7      160           9       auroc 0.442237               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+              chromosome   val               distance_500kb_1mb          7      160           9       auprc 0.159654               l2       0.003  False                            strict        36929             618 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test                      all_labeled       1148     9006         131 recall_at_1 0.081882               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test                      all_labeled       1148     9006         131 recall_at_3 0.095819               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test                      all_labeled       1148     9006         131 recall_at_5 0.101916               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test                      all_labeled       1148     9006         131         mrr 0.090357               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test                      all_labeled       1148     9006         131       auroc 0.874274               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test                      all_labeled       1148     9006         131       auprc 0.233811               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test          positive_target_nearest         75      504          79 recall_at_1 1.000000               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test          positive_target_nearest         75      504          79 recall_at_3 1.000000               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test          positive_target_nearest         75      504          79 recall_at_5 1.000000               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test          positive_target_nearest         75      504          79         mrr 1.000000               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test          positive_target_nearest         75      504          79       auroc 0.976768               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test          positive_target_nearest         75      504          79       auprc 0.943933               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test      positive_target_non_nearest         56      685          60 recall_at_1 0.410714               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test      positive_target_non_nearest         56      685          60 recall_at_3 0.696429               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test      positive_target_non_nearest         56      685          60 recall_at_5 0.821429               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test      positive_target_non_nearest         56      685          60         mrr 0.584464               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test      positive_target_non_nearest         56      685          60       auroc 0.727147               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test      positive_target_non_nearest         56      685          60       auprc 0.296311               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test     positive_target_nearest_only         71      466          71 recall_at_1 1.000000               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test     positive_target_nearest_only         71      466          71 recall_at_3 1.000000               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test     positive_target_nearest_only         71      466          71 recall_at_5 1.000000               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test     positive_target_nearest_only         71      466          71         mrr 1.000000               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test     positive_target_nearest_only         71      466          71       auroc 0.993617               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test     positive_target_nearest_only         71      466          71       auprc 0.968127               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test positive_target_non_nearest_only         52      647          52 recall_at_1 0.365385               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test positive_target_non_nearest_only         52      647          52 recall_at_3 0.673077               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test positive_target_non_nearest_only         52      647          52 recall_at_5 0.807692               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test positive_target_non_nearest_only         52      647          52         mrr 0.552499               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test positive_target_non_nearest_only         52      647          52       auroc 0.711118               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test positive_target_non_nearest_only         52      647          52       auprc 0.262089               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test                  distance_0_10kb         40      388          42 recall_at_1 0.950000               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test                  distance_0_10kb         40      388          42 recall_at_3 1.000000               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test                  distance_0_10kb         40      388          42 recall_at_5 1.000000               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test                  distance_0_10kb         40      388          42         mrr 0.975000               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test                  distance_0_10kb         40      388          42       auroc 0.970617               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test                  distance_0_10kb         40      388          42       auprc 0.861616               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test                 distance_10_50kb         36      256          39 recall_at_1 0.916667               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test                 distance_10_50kb         36      256          39 recall_at_3 1.000000               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test                 distance_10_50kb         36      256          39 recall_at_5 1.000000               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test                 distance_10_50kb         36      256          39         mrr 0.953704               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test                 distance_10_50kb         36      256          39       auroc 0.957107               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test                 distance_10_50kb         36      256          39       auprc 0.826828               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test                distance_50_100kb         20      169          21 recall_at_1 0.700000               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test                distance_50_100kb         20      169          21 recall_at_3 0.950000               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test                distance_50_100kb         20      169          21 recall_at_5 1.000000               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test                distance_50_100kb         20      169          21         mrr 0.829167               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test                distance_50_100kb         20      169          21       auroc 0.922780               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test                distance_50_100kb         20      169          21       auprc 0.604867               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test               distance_100_500kb         26      263          28 recall_at_1 0.461538               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test               distance_100_500kb         26      263          28 recall_at_3 0.692308               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test               distance_100_500kb         26      263          28 recall_at_5 0.846154               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test               distance_100_500kb         26      263          28         mrr 0.603953               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test               distance_100_500kb         26      263          28       auroc 0.694985               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test               distance_100_500kb         26      263          28       auprc 0.327528               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test               distance_500kb_1mb          9      113           9 recall_at_1 0.111111               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test               distance_500kb_1mb          9      113           9 recall_at_3 0.111111               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test               distance_500kb_1mb          9      113           9 recall_at_5 0.333333               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test               distance_500kb_1mb          9      113           9         mrr 0.234502               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test               distance_500kb_1mb          9      113           9       auroc 0.444444               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1  test               distance_500kb_1mb          9      113           9       auprc 0.095031               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train                      all_labeled       4397    31316         533 recall_at_1 0.077553               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train                      all_labeled       4397    31316         533 recall_at_3 0.090516               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train                      all_labeled       4397    31316         533 recall_at_5 0.094610               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train                      all_labeled       4397    31316         533         mrr 0.085714               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train                      all_labeled       4397    31316         533       auroc 0.873494               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train                      all_labeled       4397    31316         533       auprc 0.197408               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train          positive_target_nearest        286     2322         328 recall_at_1 0.986014               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train          positive_target_nearest        286     2322         328 recall_at_3 1.000000               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train          positive_target_nearest        286     2322         328 recall_at_5 1.000000               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train          positive_target_nearest        286     2322         328         mrr 0.993007               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train          positive_target_nearest        286     2322         328       auroc 0.973078               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train          positive_target_nearest        286     2322         328       auprc 0.879044               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train      positive_target_non_nearest        221     2855         281 recall_at_1 0.416290               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train      positive_target_non_nearest        221     2855         281 recall_at_3 0.660633               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train      positive_target_non_nearest        221     2855         281 recall_at_5 0.742081               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train      positive_target_non_nearest        221     2855         281         mrr 0.571877               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train      positive_target_non_nearest        221     2855         281       auroc 0.735904               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train      positive_target_non_nearest        221     2855         281       auprc 0.336519               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train     positive_target_nearest_only        252     1903         252 recall_at_1 0.988095               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train     positive_target_nearest_only        252     1903         252 recall_at_3 1.000000               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train     positive_target_nearest_only        252     1903         252 recall_at_5 1.000000               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train     positive_target_nearest_only        252     1903         252         mrr 0.994048               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train     positive_target_nearest_only        252     1903         252       auroc 0.992256               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train     positive_target_nearest_only        252     1903         252       auprc 0.927669               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train positive_target_non_nearest_only        187     2436         205 recall_at_1 0.315508               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train positive_target_non_nearest_only        187     2436         205 recall_at_3 0.598930               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train positive_target_non_nearest_only        187     2436         205 recall_at_5 0.695187               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train positive_target_non_nearest_only        187     2436         205         mrr 0.496710               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train positive_target_non_nearest_only        187     2436         205       auroc 0.686747               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train positive_target_non_nearest_only        187     2436         205       auprc 0.212311               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train                  distance_0_10kb        108     1215         118 recall_at_1 1.000000               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train                  distance_0_10kb        108     1215         118 recall_at_3 1.000000               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train                  distance_0_10kb        108     1215         118 recall_at_5 1.000000               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train                  distance_0_10kb        108     1215         118         mrr 1.000000               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train                  distance_0_10kb        108     1215         118       auroc 0.980996               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train                  distance_0_10kb        108     1215         118       auprc 0.920439               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train                 distance_10_50kb        156     1389         184 recall_at_1 0.865385               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train                 distance_10_50kb        156     1389         184 recall_at_3 1.000000               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train                 distance_10_50kb        156     1389         184 recall_at_5 1.000000               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train                 distance_10_50kb        156     1389         184         mrr 0.929487               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train                 distance_10_50kb        156     1389         184       auroc 0.958073               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train                 distance_10_50kb        156     1389         184       auprc 0.778624               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train                distance_50_100kb         86      603         105 recall_at_1 0.825581               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train                distance_50_100kb         86      603         105 recall_at_3 0.965116               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train                distance_50_100kb         86      603         105 recall_at_5 0.976744               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train                distance_50_100kb         86      603         105         mrr 0.899917               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train                distance_50_100kb         86      603         105       auroc 0.921132               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train                distance_50_100kb         86      603         105       auprc 0.684155               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train               distance_100_500kb        100     1137         134 recall_at_1 0.480000               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train               distance_100_500kb        100     1137         134 recall_at_3 0.680000               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train               distance_100_500kb        100     1137         134 recall_at_5 0.760000               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train               distance_100_500kb        100     1137         134         mrr 0.612128               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train               distance_100_500kb        100     1137         134       auroc 0.741425               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train               distance_100_500kb        100     1137         134       auprc 0.360362               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train               distance_500kb_1mb         57      927          75 recall_at_1 0.140351               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train               distance_500kb_1mb         57      927          75 recall_at_3 0.263158               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train               distance_500kb_1mb         57      927          75 recall_at_5 0.421053               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train               distance_500kb_1mb         57      927          75         mrr 0.280372               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train               distance_500kb_1mb         57      927          75       auroc 0.477121               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_1 train               distance_500kb_1mb         57      927          75       auprc 0.127988               l2       0.003  False                            strict        31316             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test                      all_labeled       1209     8301         134 recall_at_1 0.076096               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test                      all_labeled       1209     8301         134 recall_at_3 0.083540               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test                      all_labeled       1209     8301         134 recall_at_5 0.085194               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test                      all_labeled       1209     8301         134         mrr 0.081437               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test                      all_labeled       1209     8301         134       auroc 0.852152               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test                      all_labeled       1209     8301         134       auprc 0.195661               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test          positive_target_nearest         81      600          88 recall_at_1 0.975309               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test          positive_target_nearest         81      600          88 recall_at_3 1.000000               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test          positive_target_nearest         81      600          88 recall_at_5 1.000000               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test          positive_target_nearest         81      600          88         mrr 0.985597               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test          positive_target_nearest         81      600          88       auroc 0.975342               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test          positive_target_nearest         81      600          88       auprc 0.939137               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test      positive_target_non_nearest         45      559          59 recall_at_1 0.422222               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test      positive_target_non_nearest         45      559          59 recall_at_3 0.577778               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test      positive_target_non_nearest         45      559          59 recall_at_5 0.622222               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test      positive_target_non_nearest         45      559          59         mrr 0.547211               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test      positive_target_non_nearest         45      559          59       auroc 0.689119               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test      positive_target_non_nearest         45      559          59       auprc 0.385552               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test     positive_target_nearest_only         75      545          75 recall_at_1 0.973333               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test     positive_target_nearest_only         75      545          75 recall_at_3 1.000000               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test     positive_target_nearest_only         75      545          75 recall_at_5 1.000000               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test     positive_target_nearest_only         75      545          75         mrr 0.984444               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test     positive_target_nearest_only         75      545          75       auroc 0.982156               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test     positive_target_nearest_only         75      545          75       auprc 0.958533               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test positive_target_non_nearest_only         39      504          46 recall_at_1 0.333333               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test positive_target_non_nearest_only         39      504          46 recall_at_3 0.512821               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test positive_target_non_nearest_only         39      504          46 recall_at_5 0.564103               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test positive_target_non_nearest_only         39      504          46         mrr 0.477551               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test positive_target_non_nearest_only         39      504          46       auroc 0.623552               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test positive_target_non_nearest_only         39      504          46       auprc 0.259448               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test                  distance_0_10kb         22      200          24 recall_at_1 0.909091               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test                  distance_0_10kb         22      200          24 recall_at_3 1.000000               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test                  distance_0_10kb         22      200          24 recall_at_5 1.000000               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test                  distance_0_10kb         22      200          24         mrr 0.946970               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test                  distance_0_10kb         22      200          24       auroc 0.953362               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test                  distance_0_10kb         22      200          24       auprc 0.928772               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test                 distance_10_50kb         45      403          48 recall_at_1 1.000000               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test                 distance_10_50kb         45      403          48 recall_at_3 1.000000               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test                 distance_10_50kb         45      403          48 recall_at_5 1.000000               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test                 distance_10_50kb         45      403          48         mrr 1.000000               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test                 distance_10_50kb         45      403          48       auroc 0.987441               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test                 distance_10_50kb         45      403          48       auprc 0.948147               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test                distance_50_100kb         23      135          25 recall_at_1 0.869565               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test                distance_50_100kb         23      135          25 recall_at_3 1.000000               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test                distance_50_100kb         23      135          25 recall_at_5 1.000000               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test                distance_50_100kb         23      135          25         mrr 0.934783               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test                distance_50_100kb         23      135          25       auroc 0.944364               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test                distance_50_100kb         23      135          25       auprc 0.740046               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test               distance_100_500kb         26      286          37 recall_at_1 0.461538               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test               distance_100_500kb         26      286          37 recall_at_3 0.576923               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test               distance_100_500kb         26      286          37 recall_at_5 0.615385               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test               distance_100_500kb         26      286          37         mrr 0.569278               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test               distance_100_500kb         26      286          37       auroc 0.685336               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test               distance_100_500kb         26      286          37       auprc 0.423553               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test               distance_500kb_1mb         10      142          13 recall_at_1 0.000000               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test               distance_500kb_1mb         10      142          13 recall_at_3 0.100000               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test               distance_500kb_1mb         10      142          13 recall_at_5 0.200000               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test               distance_500kb_1mb         10      142          13         mrr 0.141418               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test               distance_500kb_1mb         10      142          13       auroc 0.308885               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2  test               distance_500kb_1mb         10      142          13       auprc 0.067146               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train                      all_labeled       4336    32021         530 recall_at_1 0.079566               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train                      all_labeled       4336    32021         530 recall_at_3 0.093404               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train                      all_labeled       4336    32021         530 recall_at_5 0.098708               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train                      all_labeled       4336    32021         530         mrr 0.088268               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train                      all_labeled       4336    32021         530       auroc 0.871249               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train                      all_labeled       4336    32021         530       auprc 0.215805               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train          positive_target_nearest        280     2226         319 recall_at_1 0.982143               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train          positive_target_nearest        280     2226         319 recall_at_3 1.000000               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train          positive_target_nearest        280     2226         319 recall_at_5 1.000000               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train          positive_target_nearest        280     2226         319         mrr 0.991071               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train          positive_target_nearest        280     2226         319       auroc 0.969847               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train          positive_target_nearest        280     2226         319       auprc 0.884601               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train      positive_target_non_nearest        232     2981         282 recall_at_1 0.435345               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train      positive_target_non_nearest        232     2981         282 recall_at_3 0.676724               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train      positive_target_non_nearest        232     2981         282 recall_at_5 0.775862               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train      positive_target_non_nearest        232     2981         282         mrr 0.589361               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train      positive_target_non_nearest        232     2981         282       auroc 0.753124               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train      positive_target_non_nearest        232     2981         282       auprc 0.346799               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train     positive_target_nearest_only        248     1824         248 recall_at_1 0.983871               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train     positive_target_nearest_only        248     1824         248 recall_at_3 1.000000               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train     positive_target_nearest_only        248     1824         248 recall_at_5 1.000000               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train     positive_target_nearest_only        248     1824         248         mrr 0.991935               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train     positive_target_nearest_only        248     1824         248       auroc 0.992414               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train     positive_target_nearest_only        248     1824         248       auprc 0.929838               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train positive_target_non_nearest_only        200     2579         211 recall_at_1 0.350000               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train positive_target_non_nearest_only        200     2579         211 recall_at_3 0.625000               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train positive_target_non_nearest_only        200     2579         211 recall_at_5 0.740000               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train positive_target_non_nearest_only        200     2579         211         mrr 0.526159               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train positive_target_non_nearest_only        200     2579         211       auroc 0.716823               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train positive_target_non_nearest_only        200     2579         211       auprc 0.248710               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train                  distance_0_10kb        126     1403         136 recall_at_1 0.984127               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train                  distance_0_10kb        126     1403         136 recall_at_3 1.000000               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train                  distance_0_10kb        126     1403         136 recall_at_5 1.000000               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train                  distance_0_10kb        126     1403         136         mrr 0.992063               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train                  distance_0_10kb        126     1403         136       auroc 0.975156               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train                  distance_0_10kb        126     1403         136       auprc 0.913093               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train                 distance_10_50kb        147     1242         175 recall_at_1 0.843537               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train                 distance_10_50kb        147     1242         175 recall_at_3 1.000000               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train                 distance_10_50kb        147     1242         175 recall_at_5 1.000000               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train                 distance_10_50kb        147     1242         175         mrr 0.917234               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train                 distance_10_50kb        147     1242         175       auroc 0.947324               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train                 distance_10_50kb        147     1242         175       auprc 0.745996               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train                distance_50_100kb         83      637         101 recall_at_1 0.807229               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train                distance_50_100kb         83      637         101 recall_at_3 0.951807               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train                distance_50_100kb         83      637         101 recall_at_5 0.975904               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train                distance_50_100kb         83      637         101         mrr 0.885255               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train                distance_50_100kb         83      637         101       auroc 0.926574               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train                distance_50_100kb         83      637         101       auprc 0.669874               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train               distance_100_500kb        100     1114         125 recall_at_1 0.500000               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train               distance_100_500kb        100     1114         125 recall_at_3 0.700000               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train               distance_100_500kb        100     1114         125 recall_at_5 0.820000               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train               distance_100_500kb        100     1114         125         mrr 0.632114               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train               distance_100_500kb        100     1114         125       auroc 0.761650               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train               distance_100_500kb        100     1114         125       auprc 0.362281               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train               distance_500kb_1mb         56      898          71 recall_at_1 0.142857               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train               distance_500kb_1mb         56      898          71 recall_at_3 0.250000               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train               distance_500kb_1mb         56      898          71 recall_at_5 0.410714               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train               distance_500kb_1mb         56      898          71         mrr 0.282782               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train               distance_500kb_1mb         56      898          71       auroc 0.474224               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_2 train               distance_500kb_1mb         56      898          71       auprc 0.131668               l2       0.003  False                            strict        32021             530 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test                      all_labeled        961     6051         131 recall_at_1 0.090531               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test                      all_labeled        961     6051         131 recall_at_3 0.105099               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test                      all_labeled        961     6051         131 recall_at_5 0.111342               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test                      all_labeled        961     6051         131         mrr 0.099129               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test                      all_labeled        961     6051         131       auroc 0.866994               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test                      all_labeled        961     6051         131       auprc 0.192932               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test          positive_target_nearest         70      588          83 recall_at_1 0.971429               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test          positive_target_nearest         70      588          83 recall_at_3 1.000000               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test          positive_target_nearest         70      588          83 recall_at_5 1.000000               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test          positive_target_nearest         70      588          83         mrr 0.985714               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test          positive_target_nearest         70      588          83       auroc 0.961064               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test          positive_target_nearest         70      588          83       auprc 0.839542               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test      positive_target_non_nearest         56      596          71 recall_at_1 0.517857               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test      positive_target_non_nearest         56      596          71 recall_at_3 0.732143               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test      positive_target_non_nearest         56      596          71 recall_at_5 0.839286               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test      positive_target_non_nearest         56      596          71         mrr 0.647553               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test      positive_target_non_nearest         56      596          71       auroc 0.740416               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test      positive_target_non_nearest         56      596          71       auprc 0.399187               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test     positive_target_nearest_only         60      484          60 recall_at_1 0.966667               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test     positive_target_nearest_only         60      484          60 recall_at_3 1.000000               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test     positive_target_nearest_only         60      484          60 recall_at_5 1.000000               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test     positive_target_nearest_only         60      484          60         mrr 0.983333               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test     positive_target_nearest_only         60      484          60       auroc 0.988994               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test     positive_target_nearest_only         60      484          60       auprc 0.895177               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test positive_target_non_nearest_only         46      492          48 recall_at_1 0.413043               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test positive_target_non_nearest_only         46      492          48 recall_at_3 0.673913               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test positive_target_non_nearest_only         46      492          48 recall_at_5 0.804348               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test positive_target_non_nearest_only         46      492          48         mrr 0.570934               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test positive_target_non_nearest_only         46      492          48       auroc 0.690785               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test positive_target_non_nearest_only         46      492          48       auprc 0.249842               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test                  distance_0_10kb         28      355          29 recall_at_1 1.000000               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test                  distance_0_10kb         28      355          29 recall_at_3 1.000000               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test                  distance_0_10kb         28      355          29 recall_at_5 1.000000               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test                  distance_0_10kb         28      355          29         mrr 1.000000               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test                  distance_0_10kb         28      355          29       auroc 0.984663               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test                  distance_0_10kb         28      355          29       auprc 0.936172               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test                 distance_10_50kb         27      190          32 recall_at_1 0.888889               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test                 distance_10_50kb         27      190          32 recall_at_3 1.000000               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test                 distance_10_50kb         27      190          32 recall_at_5 1.000000               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test                 distance_10_50kb         27      190          32         mrr 0.938272               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test                 distance_10_50kb         27      190          32       auroc 0.958465               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test                 distance_10_50kb         27      190          32       auprc 0.792501               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test                distance_50_100kb         33      204          44 recall_at_1 0.909091               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test                distance_50_100kb         33      204          44 recall_at_3 1.000000               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test                distance_50_100kb         33      204          44 recall_at_5 1.000000               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test                distance_50_100kb         33      204          44         mrr 0.949495               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test                distance_50_100kb         33      204          44       auroc 0.901420               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test                distance_50_100kb         33      204          44       auprc 0.716115               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test               distance_100_500kb         21      185          30 recall_at_1 0.523810               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test               distance_100_500kb         21      185          30 recall_at_3 0.857143               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test               distance_100_500kb         21      185          30 recall_at_5 0.904762               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test               distance_100_500kb         21      185          30         mrr 0.693861               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test               distance_100_500kb         21      185          30       auroc 0.809677               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test               distance_100_500kb         21      185          30       auprc 0.434015               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test               distance_500kb_1mb         16      251          21 recall_at_1 0.187500               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test               distance_500kb_1mb         16      251          21 recall_at_3 0.250000               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test               distance_500kb_1mb         16      251          21 recall_at_5 0.562500               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test               distance_500kb_1mb         16      251          21         mrr 0.314075               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test               distance_500kb_1mb         16      251          21       auroc 0.438302               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3  test               distance_500kb_1mb         16      251          21       auprc 0.166165               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train                      all_labeled       4584    34271         533 recall_at_1 0.076353               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train                      all_labeled       4584    34271         533 recall_at_3 0.088133               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train                      all_labeled       4584    34271         533 recall_at_5 0.092932               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train                      all_labeled       4584    34271         533         mrr 0.084165               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train                      all_labeled       4584    34271         533       auroc 0.875345               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train                      all_labeled       4584    34271         533       auprc 0.206224               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train          positive_target_nearest        291     2238         324 recall_at_1 0.993127               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train          positive_target_nearest        291     2238         324 recall_at_3 1.000000               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train          positive_target_nearest        291     2238         324 recall_at_5 1.000000               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train          positive_target_nearest        291     2238         324         mrr 0.996564               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train          positive_target_nearest        291     2238         324       auroc 0.976058               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train          positive_target_nearest        291     2238         324       auprc 0.914512               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train      positive_target_non_nearest        221     2944         270 recall_at_1 0.398190               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train      positive_target_non_nearest        221     2944         270 recall_at_3 0.638009               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train      positive_target_non_nearest        221     2944         270 recall_at_5 0.737557               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train      positive_target_non_nearest        221     2944         270         mrr 0.557973               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train      positive_target_non_nearest        221     2944         270       auroc 0.742597               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train      positive_target_non_nearest        221     2944         270       auprc 0.333609               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train     positive_target_nearest_only        263     1885         263 recall_at_1 0.996198               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train     positive_target_nearest_only        263     1885         263 recall_at_3 1.000000               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train     positive_target_nearest_only        263     1885         263 recall_at_5 1.000000               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train     positive_target_nearest_only        263     1885         263         mrr 0.998099               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train     positive_target_nearest_only        263     1885         263       auroc 0.993800               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train     positive_target_nearest_only        263     1885         263       auprc 0.954379               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train positive_target_non_nearest_only        193     2591         209 recall_at_1 0.316062               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train positive_target_non_nearest_only        193     2591         209 recall_at_3 0.585492               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train positive_target_non_nearest_only        193     2591         209 recall_at_5 0.699482               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train positive_target_non_nearest_only        193     2591         209         mrr 0.496435               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train positive_target_non_nearest_only        193     2591         209       auroc 0.704109               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train positive_target_non_nearest_only        193     2591         209       auprc 0.232198               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train                  distance_0_10kb        120     1248         131 recall_at_1 0.983333               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train                  distance_0_10kb        120     1248         131 recall_at_3 1.000000               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train                  distance_0_10kb        120     1248         131 recall_at_5 1.000000               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train                  distance_0_10kb        120     1248         131         mrr 0.991667               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train                  distance_0_10kb        120     1248         131       auroc 0.977789               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train                  distance_0_10kb        120     1248         131       auprc 0.930661               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train                 distance_10_50kb        165     1455         191 recall_at_1 0.890909               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train                 distance_10_50kb        165     1455         191 recall_at_3 0.993939               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train                 distance_10_50kb        165     1455         191 recall_at_5 1.000000               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train                 distance_10_50kb        165     1455         191         mrr 0.941919               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train                 distance_10_50kb        165     1455         191       auroc 0.956943               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train                 distance_10_50kb        165     1455         191       auprc 0.796711               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train                distance_50_100kb         73      568          82 recall_at_1 0.753425               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train                distance_50_100kb         73      568          82 recall_at_3 0.931507               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train                distance_50_100kb         73      568          82 recall_at_5 0.972603               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train                distance_50_100kb         73      568          82         mrr 0.854697               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train                distance_50_100kb         73      568          82       auroc 0.938447               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train                distance_50_100kb         73      568          82       auprc 0.658437               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train               distance_100_500kb        105     1215         132 recall_at_1 0.466667               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train               distance_100_500kb        105     1215         132 recall_at_3 0.647619               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train               distance_100_500kb        105     1215         132 recall_at_5 0.742857               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train               distance_100_500kb        105     1215         132         mrr 0.594142               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train               distance_100_500kb        105     1215         132       auroc 0.738528               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train               distance_100_500kb        105     1215         132       auprc 0.353395               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train               distance_500kb_1mb         50      789          63 recall_at_1 0.100000               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train               distance_500kb_1mb         50      789          63 recall_at_3 0.220000               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train               distance_500kb_1mb         50      789          63 recall_at_5 0.380000               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train               distance_500kb_1mb         50      789          63         mrr 0.247430               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train               distance_500kb_1mb         50      789          63       auroc 0.467948               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_3 train               distance_500kb_1mb         50      789          63       auprc 0.118105               l2       0.003  False                            strict        34271             533 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test                      all_labeled       1130     9403         135 recall_at_1 0.069027               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test                      all_labeled       1130     9403         135 recall_at_3 0.083186               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test                      all_labeled       1130     9403         135 recall_at_5 0.086726               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test                      all_labeled       1130     9403         135         mrr 0.078199               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test                      all_labeled       1130     9403         135       auroc 0.829943               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test                      all_labeled       1130     9403         135       auprc 0.161558               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test          positive_target_nearest         66      582          75 recall_at_1 0.984848               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test          positive_target_nearest         66      582          75 recall_at_3 1.000000               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test          positive_target_nearest         66      582          75 recall_at_5 1.000000               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test          positive_target_nearest         66      582          75         mrr 0.992424               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test          positive_target_nearest         66      582          75       auroc 0.969362               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test          positive_target_nearest         66      582          75       auprc 0.898540               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test      positive_target_non_nearest         63      998          76 recall_at_1 0.301587               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test      positive_target_non_nearest         63      998          76 recall_at_3 0.555556               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test      positive_target_non_nearest         63      998          76 recall_at_5 0.619048               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test      positive_target_non_nearest         63      998          76         mrr 0.466115               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test      positive_target_non_nearest         63      998          76       auroc 0.690889               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test      positive_target_non_nearest         63      998          76       auprc 0.240688               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test     positive_target_nearest_only         59      459          59 recall_at_1 1.000000               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test     positive_target_nearest_only         59      459          59 recall_at_3 1.000000               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test     positive_target_nearest_only         59      459          59 recall_at_5 1.000000               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test     positive_target_nearest_only         59      459          59         mrr 1.000000               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test     positive_target_nearest_only         59      459          59       auroc 0.997669               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test     positive_target_nearest_only         59      459          59       auprc 0.988443               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test positive_target_non_nearest_only         56      875          60 recall_at_1 0.232143               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test positive_target_non_nearest_only         56      875          60 recall_at_3 0.500000               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test positive_target_non_nearest_only         56      875          60 recall_at_5 0.571429               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test positive_target_non_nearest_only         56      875          60         mrr 0.408308               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test positive_target_non_nearest_only         56      875          60       auroc 0.652127               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test positive_target_non_nearest_only         56      875          60       auprc 0.177907               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test                  distance_0_10kb         33      401          35 recall_at_1 1.000000               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test                  distance_0_10kb         33      401          35 recall_at_3 1.000000               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test                  distance_0_10kb         33      401          35 recall_at_5 1.000000               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test                  distance_0_10kb         33      401          35         mrr 1.000000               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test                  distance_0_10kb         33      401          35       auroc 0.996565               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test                  distance_0_10kb         33      401          35       auprc 0.977295               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test                 distance_10_50kb         36      350          45 recall_at_1 0.833333               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test                 distance_10_50kb         36      350          45 recall_at_3 1.000000               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test                 distance_10_50kb         36      350          45 recall_at_5 1.000000               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test                 distance_10_50kb         36      350          45         mrr 0.912037               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test                 distance_10_50kb         36      350          45       auroc 0.924809               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test                 distance_10_50kb         36      350          45       auprc 0.753218               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test                distance_50_100kb         10      101          10 recall_at_1 0.400000               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test                distance_50_100kb         10      101          10 recall_at_3 0.800000               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test                distance_50_100kb         10      101          10 recall_at_5 0.800000               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test                distance_50_100kb         10      101          10         mrr 0.630952               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test                distance_50_100kb         10      101          10       auroc 0.854945               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test                distance_50_100kb         10      101          10       auprc 0.367623               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test               distance_100_500kb         30      444          38 recall_at_1 0.500000               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test               distance_100_500kb         30      444          38 recall_at_3 0.633333               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test               distance_100_500kb         30      444          38 recall_at_5 0.666667               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test               distance_100_500kb         30      444          38         mrr 0.592496               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test               distance_100_500kb         30      444          38       auroc 0.743194               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test               distance_100_500kb         30      444          38       auprc 0.307236               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test               distance_500kb_1mb         21      338          28 recall_at_1 0.142857               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test               distance_500kb_1mb         21      338          28 recall_at_3 0.285714               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test               distance_500kb_1mb         21      338          28 recall_at_5 0.428571               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test               distance_500kb_1mb         21      338          28         mrr 0.283214               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test               distance_500kb_1mb         21      338          28       auroc 0.459217               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4  test               distance_500kb_1mb         21      338          28       auprc 0.157213               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train                      all_labeled       4415    30919         529 recall_at_1 0.080634               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train                      all_labeled       4415    30919         529 recall_at_3 0.093771               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train                      all_labeled       4415    30919         529 recall_at_5 0.098075               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train                      all_labeled       4415    30919         529         mrr 0.088649               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train                      all_labeled       4415    30919         529       auroc 0.884957               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train                      all_labeled       4415    30919         529       auprc 0.216569               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train          positive_target_nearest        295     2244         332 recall_at_1 0.986441               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train          positive_target_nearest        295     2244         332 recall_at_3 1.000000               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train          positive_target_nearest        295     2244         332 recall_at_5 1.000000               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train          positive_target_nearest        295     2244         332         mrr 0.993220               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train          positive_target_nearest        295     2244         332       auroc 0.974175               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train          positive_target_nearest        295     2244         332       auprc 0.908653               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train      positive_target_non_nearest        214     2542         265 recall_at_1 0.448598               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train      positive_target_non_nearest        214     2542         265 recall_at_3 0.700935               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train      positive_target_non_nearest        214     2542         265 recall_at_5 0.789720               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train      positive_target_non_nearest        214     2542         265         mrr 0.604595               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train      positive_target_non_nearest        214     2542         265       auroc 0.762657               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train      positive_target_non_nearest        214     2542         265       auprc 0.376411               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train     positive_target_nearest_only        264     1910         264 recall_at_1 0.984848               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train     positive_target_nearest_only        264     1910         264 recall_at_3 1.000000               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train     positive_target_nearest_only        264     1910         264 recall_at_5 1.000000               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train     positive_target_nearest_only        264     1910         264         mrr 0.992424               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train     positive_target_nearest_only        264     1910         264       auroc 0.993211               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train     positive_target_nearest_only        264     1910         264       auprc 0.942187               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train positive_target_non_nearest_only        183     2208         197 recall_at_1 0.355191               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train positive_target_non_nearest_only        183     2208         197 recall_at_3 0.650273               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train positive_target_non_nearest_only        183     2208         197 recall_at_5 0.754098               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train positive_target_non_nearest_only        183     2208         197         mrr 0.537614               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train positive_target_non_nearest_only        183     2208         197       auroc 0.723463               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train positive_target_non_nearest_only        183     2208         197       auprc 0.254608               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train                  distance_0_10kb        115     1202         125 recall_at_1 0.982609               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train                  distance_0_10kb        115     1202         125 recall_at_3 1.000000               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train                  distance_0_10kb        115     1202         125 recall_at_5 1.000000               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train                  distance_0_10kb        115     1202         125         mrr 0.991304               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train                  distance_0_10kb        115     1202         125       auroc 0.973623               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train                  distance_0_10kb        115     1202         125       auprc 0.923179               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train                 distance_10_50kb        156     1295         178 recall_at_1 0.878205               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train                 distance_10_50kb        156     1295         178 recall_at_3 0.993590               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train                 distance_10_50kb        156     1295         178 recall_at_5 1.000000               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train                 distance_10_50kb        156     1295         178         mrr 0.935363               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train                 distance_10_50kb        156     1295         178       auroc 0.969597               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train                 distance_10_50kb        156     1295         178       auprc 0.816473               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train                distance_50_100kb         96      671         116 recall_at_1 0.843750               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train                distance_50_100kb         96      671         116 recall_at_3 0.979167               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train                distance_50_100kb         96      671         116 recall_at_5 1.000000               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train                distance_50_100kb         96      671         116         mrr 0.913194               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train                distance_50_100kb         96      671         116       auroc 0.939873               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train                distance_50_100kb         96      671         116       auprc 0.729875               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train               distance_100_500kb         96      956         124 recall_at_1 0.479167               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train               distance_100_500kb         96      956         124 recall_at_3 0.718750               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train               distance_100_500kb         96      956         124 recall_at_5 0.802083               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train               distance_100_500kb         96      956         124         mrr 0.622344               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train               distance_100_500kb         96      956         124       auroc 0.743884               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train               distance_100_500kb         96      956         124       auprc 0.382751               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train               distance_500kb_1mb         45      702          56 recall_at_1 0.111111               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train               distance_500kb_1mb         45      702          56 recall_at_3 0.200000               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train               distance_500kb_1mb         45      702          56 recall_at_5 0.377778               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train               distance_500kb_1mb         45      702          56         mrr 0.250602               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train               distance_500kb_1mb         45      702          56       auroc 0.459034               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_4 train               distance_500kb_1mb         45      702          56       auprc 0.119308               l2       0.003  False                            strict        30919             529 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test                      all_labeled       1097     7561         133 recall_at_1 0.074749               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test                      all_labeled       1097     7561         133 recall_at_3 0.092069               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test                      all_labeled       1097     7561         133 recall_at_5 0.094804               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test                      all_labeled       1097     7561         133         mrr 0.084206               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test                      all_labeled       1097     7561         133       auroc 0.869158               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test                      all_labeled       1097     7561         133       auprc 0.205655               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test          positive_target_nearest         69      552          82 recall_at_1 0.971014               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test          positive_target_nearest         69      552          82 recall_at_3 1.000000               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test          positive_target_nearest         69      552          82 recall_at_5 1.000000               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test          positive_target_nearest         69      552          82         mrr 0.985507               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test          positive_target_nearest         69      552          82       auroc 0.964608               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test          positive_target_nearest         69      552          82       auprc 0.872174               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test      positive_target_non_nearest         57      702          75 recall_at_1 0.456140               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test      positive_target_non_nearest         57      702          75 recall_at_3 0.754386               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test      positive_target_non_nearest         57      702          75 recall_at_5 0.807018               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test      positive_target_non_nearest         57      702          75         mrr 0.620596               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test      positive_target_non_nearest         57      702          75       auroc 0.771887               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test      positive_target_non_nearest         57      702          75       auprc 0.422051               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test     positive_target_nearest_only         58      415          58 recall_at_1 0.965517               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test     positive_target_nearest_only         58      415          58 recall_at_3 1.000000               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test     positive_target_nearest_only         58      415          58 recall_at_5 1.000000               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test     positive_target_nearest_only         58      415          58         mrr 0.982759               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test     positive_target_nearest_only         58      415          58       auroc 0.986815               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test     positive_target_nearest_only         58      415          58       auprc 0.904977               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test positive_target_non_nearest_only         46      565          51 recall_at_1 0.326087               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test positive_target_non_nearest_only         46      565          51 recall_at_3 0.695652               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test positive_target_non_nearest_only         46      565          51 recall_at_5 0.760870               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test positive_target_non_nearest_only         46      565          51         mrr 0.529869               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test positive_target_non_nearest_only         46      565          51       auroc 0.715076               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test positive_target_non_nearest_only         46      565          51       auprc 0.238117               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test                  distance_0_10kb         25      259          30 recall_at_1 1.000000               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test                  distance_0_10kb         25      259          30 recall_at_3 1.000000               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test                  distance_0_10kb         25      259          30 recall_at_5 1.000000               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test                  distance_0_10kb         25      259          30         mrr 1.000000               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test                  distance_0_10kb         25      259          30       auroc 0.947744               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test                  distance_0_10kb         25      259          30       auprc 0.875919               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test                 distance_10_50kb         48      446          59 recall_at_1 0.770833               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test                 distance_10_50kb         48      446          59 recall_at_3 1.000000               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test                 distance_10_50kb         48      446          59 recall_at_5 1.000000               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test                 distance_10_50kb         48      446          59         mrr 0.878472               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test                 distance_10_50kb         48      446          59       auroc 0.946174               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test                 distance_10_50kb         48      446          59       auprc 0.732872               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test                distance_50_100kb         20      163          26 recall_at_1 0.900000               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test                distance_50_100kb         20      163          26 recall_at_3 0.950000               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test                distance_50_100kb         20      163          26 recall_at_5 1.000000               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test                distance_50_100kb         20      163          26         mrr 0.937500               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test                distance_50_100kb         20      163          26       auroc 0.970522               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test                distance_50_100kb         20      163          26       auprc 0.855489               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test               distance_100_500kb         23      222          29 recall_at_1 0.391304               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test               distance_100_500kb         23      222          29 recall_at_3 0.695652               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test               distance_100_500kb         23      222          29 recall_at_5 0.782609               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test               distance_100_500kb         23      222          29         mrr 0.565459               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test               distance_100_500kb         23      222          29       auroc 0.702341               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test               distance_100_500kb         23      222          29       auprc 0.399008               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test               distance_500kb_1mb         10      196          13 recall_at_1 0.100000               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test               distance_500kb_1mb         10      196          13 recall_at_3 0.300000               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test               distance_500kb_1mb         10      196          13 recall_at_5 0.300000               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test               distance_500kb_1mb         10      196          13         mrr 0.239620               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test               distance_500kb_1mb         10      196          13       auroc 0.462799               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5  test               distance_500kb_1mb         10      196          13       auprc 0.146387               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train                      all_labeled       4448    32761         531 recall_at_1 0.078912               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train                      all_labeled       4448    32761         531 recall_at_3 0.090827               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train                      all_labeled       4448    32761         531 recall_at_5 0.095998               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train                      all_labeled       4448    32761         531         mrr 0.086844               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train                      all_labeled       4448    32761         531       auroc 0.875319               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train                      all_labeled       4448    32761         531       auprc 0.203977               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train          positive_target_nearest        292     2274         325 recall_at_1 0.986301               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train          positive_target_nearest        292     2274         325 recall_at_3 1.000000               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train          positive_target_nearest        292     2274         325 recall_at_5 1.000000               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train          positive_target_nearest        292     2274         325         mrr 0.993151               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train          positive_target_nearest        292     2274         325       auroc 0.976712               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train          positive_target_nearest        292     2274         325       auprc 0.924323               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train      positive_target_non_nearest        220     2838         266 recall_at_1 0.404545               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train      positive_target_non_nearest        220     2838         266 recall_at_3 0.631818               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train      positive_target_non_nearest        220     2838         266 recall_at_5 0.736364               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train      positive_target_non_nearest        220     2838         266         mrr 0.558106               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train      positive_target_non_nearest        220     2838         266       auroc 0.742877               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train      positive_target_non_nearest        220     2838         266       auprc 0.325130               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train     positive_target_nearest_only        265     1954         265 recall_at_1 0.988679               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train     positive_target_nearest_only        265     1954         265 recall_at_3 1.000000               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train     positive_target_nearest_only        265     1954         265 recall_at_5 1.000000               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train     positive_target_nearest_only        265     1954         265         mrr 0.994340               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train     positive_target_nearest_only        265     1954         265       auroc 0.995284               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train     positive_target_nearest_only        265     1954         265       auprc 0.967819               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train positive_target_non_nearest_only        193     2518         206 recall_at_1 0.326425               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train positive_target_non_nearest_only        193     2518         206 recall_at_3 0.580311               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train positive_target_non_nearest_only        193     2518         206 recall_at_5 0.699482               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train positive_target_non_nearest_only        193     2518         206         mrr 0.498877               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train positive_target_non_nearest_only        193     2518         206       auroc 0.709076               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train positive_target_non_nearest_only        193     2518         206       auprc 0.231073               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train                  distance_0_10kb        123     1344         130 recall_at_1 0.983740               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train                  distance_0_10kb        123     1344         130 recall_at_3 1.000000               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train                  distance_0_10kb        123     1344         130 recall_at_5 1.000000               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train                  distance_0_10kb        123     1344         130         mrr 0.991870               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train                  distance_0_10kb        123     1344         130       auroc 0.987746               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train                  distance_0_10kb        123     1344         130       auprc 0.941281               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train                 distance_10_50kb        144     1199         164 recall_at_1 0.895833               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train                 distance_10_50kb        144     1199         164 recall_at_3 0.993056               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train                 distance_10_50kb        144     1199         164 recall_at_5 1.000000               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train                 distance_10_50kb        144     1199         164         mrr 0.943866               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train                 distance_10_50kb        144     1199         164       auroc 0.961158               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train                 distance_10_50kb        144     1199         164       auprc 0.836895               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train                distance_50_100kb         86      609         100 recall_at_1 0.790698               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train                distance_50_100kb         86      609         100 recall_at_3 0.953488               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train                distance_50_100kb         86      609         100 recall_at_5 0.976744               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train                distance_50_100kb         86      609         100         mrr 0.877422               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train                distance_50_100kb         86      609         100       auroc 0.909175               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train                distance_50_100kb         86      609         100       auprc 0.650073               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train               distance_100_500kb        103     1178         133 recall_at_1 0.495146               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train               distance_100_500kb        103     1178         133 recall_at_3 0.679612               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train               distance_100_500kb        103     1178         133 recall_at_5 0.747573               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train               distance_100_500kb        103     1178         133         mrr 0.617739               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train               distance_100_500kb        103     1178         133       auroc 0.762859               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train               distance_100_500kb        103     1178         133       auprc 0.389528               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train               distance_500kb_1mb         56      844          71 recall_at_1 0.125000               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train               distance_500kb_1mb         56      844          71 recall_at_3 0.214286               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train               distance_500kb_1mb         56      844          71 recall_at_5 0.446429               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train               distance_500kb_1mb         56      844          71         mrr 0.265934               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train               distance_500kb_1mb         56      844          71       auroc 0.463258               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+       chromosome_fold_5 train               distance_500kb_1mb         56      844          71       auprc 0.121189               l2       0.003  False                            strict        32761             531 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test                      all_labeled        122     1433         155 recall_at_1 0.655738               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test                      all_labeled        122     1433         155 recall_at_3 0.795082               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test                      all_labeled        122     1433         155 recall_at_5 0.844262               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test                      all_labeled        122     1433         155         mrr 0.750061               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test                      all_labeled        122     1433         155       auroc 0.828538               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test                      all_labeled        122     1433         155       auprc 0.527467               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test          positive_target_nearest         63      660          85 recall_at_1 0.920635               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test          positive_target_nearest         63      660          85 recall_at_3 1.000000               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test          positive_target_nearest         63      660          85 recall_at_5 1.000000               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test          positive_target_nearest         63      660          85         mrr 0.957672               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test          positive_target_nearest         63      660          85       auroc 0.925320               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test          positive_target_nearest         63      660          85       auprc 0.800788               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test      positive_target_non_nearest         75      975         108 recall_at_1 0.493333               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test      positive_target_non_nearest         75      975         108 recall_at_3 0.666667               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test      positive_target_non_nearest         75      975         108 recall_at_5 0.746667               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test      positive_target_non_nearest         75      975         108         mrr 0.622322               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test      positive_target_non_nearest         75      975         108       auroc 0.756098               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test      positive_target_non_nearest         75      975         108       auprc 0.376870               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test     positive_target_nearest_only         47      458          47 recall_at_1 0.914894               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test     positive_target_nearest_only         47      458          47 recall_at_3 1.000000               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test     positive_target_nearest_only         47      458          47 recall_at_5 1.000000               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test     positive_target_nearest_only         47      458          47         mrr 0.953901               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test     positive_target_nearest_only         47      458          47       auroc 0.971217               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test     positive_target_nearest_only         47      458          47       auprc 0.871283               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test positive_target_non_nearest_only         59      773          70 recall_at_1 0.372881               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test positive_target_non_nearest_only         59      773          70 recall_at_3 0.576271               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test positive_target_non_nearest_only         59      773          70 recall_at_5 0.677966               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test positive_target_non_nearest_only         59      773          70         mrr 0.528375               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test positive_target_non_nearest_only         59      773          70       auroc 0.706056               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test positive_target_non_nearest_only         59      773          70       auprc 0.239556               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test                  distance_0_10kb         29      446          33 recall_at_1 0.896552               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test                  distance_0_10kb         29      446          33 recall_at_3 1.000000               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test                  distance_0_10kb         29      446          33 recall_at_5 1.000000               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test                  distance_0_10kb         29      446          33         mrr 0.942529               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test                  distance_0_10kb         29      446          33       auroc 0.941082               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test                  distance_0_10kb         29      446          33       auprc 0.826062               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test                 distance_10_50kb         37      389          54 recall_at_1 0.783784               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test                 distance_10_50kb         37      389          54 recall_at_3 1.000000               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test                 distance_10_50kb         37      389          54 recall_at_5 1.000000               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test                 distance_10_50kb         37      389          54         mrr 0.891892               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test                 distance_10_50kb         37      389          54       auroc 0.892316               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test                 distance_10_50kb         37      389          54       auprc 0.659936               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test                distance_50_100kb         24      178          36 recall_at_1 0.916667               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test                distance_50_100kb         24      178          36 recall_at_3 1.000000               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test                distance_50_100kb         24      178          36 recall_at_5 1.000000               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test                distance_50_100kb         24      178          36         mrr 0.958333               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test                distance_50_100kb         24      178          36       auroc 0.930360               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test                distance_50_100kb         24      178          36       auprc 0.832890               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test               distance_100_500kb         34      494          54 recall_at_1 0.441176               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test               distance_100_500kb         34      494          54 recall_at_3 0.558824               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test               distance_100_500kb         34      494          54 recall_at_5 0.617647               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test               distance_100_500kb         34      494          54         mrr 0.545428               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test               distance_100_500kb         34      494          54       auroc 0.718434               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test               distance_100_500kb         34      494          54       auprc 0.329092               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test               distance_500kb_1mb         16      196          27 recall_at_1 0.250000               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test               distance_500kb_1mb         16      196          27 recall_at_3 0.375000               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test               distance_500kb_1mb         16      196          27 recall_at_5 0.625000               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test               distance_500kb_1mb         16      196          27         mrr 0.414350               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test               distance_500kb_1mb         16      196          27       auroc 0.495507               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout  test               distance_500kb_1mb         16      196          27       auprc 0.198342               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train                      all_labeled       5351    38108         427 recall_at_1 0.056064               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train                      all_labeled       5351    38108         427 recall_at_3 0.064287               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train                      all_labeled       5351    38108         427 recall_at_5 0.067464               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train                      all_labeled       5351    38108         427         mrr 0.061300               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train                      all_labeled       5351    38108         427       auroc 0.874929               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train                      all_labeled       5351    38108         427       auprc 0.160115               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train          positive_target_nearest        255     1798         271 recall_at_1 0.988235               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train          positive_target_nearest        255     1798         271 recall_at_3 1.000000               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train          positive_target_nearest        255     1798         271 recall_at_5 1.000000               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train          positive_target_nearest        255     1798         271         mrr 0.994118               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train          positive_target_nearest        255     1798         271       auroc 0.985634               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train          positive_target_nearest        255     1798         271       auprc 0.954696               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train      positive_target_non_nearest        165     2071         186 recall_at_1 0.375758               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train      positive_target_non_nearest        165     2071         186 recall_at_3 0.624242               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train      positive_target_non_nearest        165     2071         186 recall_at_5 0.727273               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train      positive_target_non_nearest        165     2071         186         mrr 0.536463               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train      positive_target_non_nearest        165     2071         186       auroc 0.730567               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train      positive_target_non_nearest        165     2071         186       auprc 0.282870               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train     positive_target_nearest_only        241     1624         241 recall_at_1 0.987552               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train     positive_target_nearest_only        241     1624         241 recall_at_3 1.000000               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train     positive_target_nearest_only        241     1624         241 recall_at_5 1.000000               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train     positive_target_nearest_only        241     1624         241         mrr 0.993776               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train     positive_target_nearest_only        241     1624         241       auroc 0.996220               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train     positive_target_nearest_only        241     1624         241       auprc 0.977760               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train positive_target_non_nearest_only        151     1897         156 recall_at_1 0.317881               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train positive_target_non_nearest_only        151     1897         156 recall_at_3 0.589404               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train positive_target_non_nearest_only        151     1897         156 recall_at_5 0.701987               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train positive_target_non_nearest_only        151     1897         156         mrr 0.493487               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train positive_target_non_nearest_only        151     1897         156       auroc 0.702396               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train positive_target_non_nearest_only        151     1897         156       auprc 0.216099               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train                  distance_0_10kb         96      908         101 recall_at_1 1.000000               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train                  distance_0_10kb         96      908         101 recall_at_3 1.000000               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train                  distance_0_10kb         96      908         101 recall_at_5 1.000000               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train                  distance_0_10kb         96      908         101         mrr 1.000000               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train                  distance_0_10kb         96      908         101       auroc 0.987903               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train                  distance_0_10kb         96      908         101       auprc 0.976788               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train                 distance_10_50kb        137     1102         146 recall_at_1 0.890511               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train                 distance_10_50kb        137     1102         146 recall_at_3 1.000000               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train                 distance_10_50kb        137     1102         146 recall_at_5 1.000000               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train                 distance_10_50kb        137     1102         146         mrr 0.939173               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train                 distance_10_50kb        137     1102         146       auroc 0.979029               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train                 distance_10_50kb        137     1102         146       auprc 0.885975               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train                distance_50_100kb         64      414          69 recall_at_1 0.781250               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train                distance_50_100kb         64      414          69 recall_at_3 0.953125               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train                distance_50_100kb         64      414          69 recall_at_5 0.984375               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train                distance_50_100kb         64      414          69         mrr 0.872396               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train                distance_50_100kb         64      414          69       auroc 0.935014               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train                distance_50_100kb         64      414          69       auprc 0.679654               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train               distance_100_500kb         79      727          92 recall_at_1 0.531646               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train               distance_100_500kb         79      727          92 recall_at_3 0.683544               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train               distance_100_500kb         79      727          92 recall_at_5 0.784810               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train               distance_100_500kb         79      727          92         mrr 0.645179               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train               distance_100_500kb         79      727          92       auroc 0.764173               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train               distance_100_500kb         79      727          92       auprc 0.418788               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train               distance_500kb_1mb         44      738          49 recall_at_1 0.045455               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train               distance_500kb_1mb         44      738          49 recall_at_3 0.181818               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train               distance_500kb_1mb         44      738          49 recall_at_5 0.340909               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train               distance_500kb_1mb         44      738          49         mrr 0.198389               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train               distance_500kb_1mb         44      738          49       auroc 0.396493               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout train               distance_500kb_1mb         44      738          49       auprc 0.056575               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val                      all_labeled         72      781          82 recall_at_1 0.736111               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val                      all_labeled         72      781          82 recall_at_3 0.888889               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val                      all_labeled         72      781          82 recall_at_5 0.888889               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val                      all_labeled         72      781          82         mrr 0.819484               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val                      all_labeled         72      781          82       auroc 0.892076               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val                      all_labeled         72      781          82       auprc 0.664102               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val          positive_target_nearest         43      368          51 recall_at_1 1.000000               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val          positive_target_nearest         43      368          51 recall_at_3 1.000000               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val          positive_target_nearest         43      368          51 recall_at_5 1.000000               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val          positive_target_nearest         43      368          51         mrr 1.000000               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val          positive_target_nearest         43      368          51       auroc 0.954475               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val          positive_target_nearest         43      368          51       auprc 0.908968               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val      positive_target_non_nearest         37      494          47 recall_at_1 0.486486               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val      positive_target_non_nearest         37      494          47 recall_at_3 0.783784               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val      positive_target_non_nearest         37      494          47 recall_at_5 0.783784               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val      positive_target_non_nearest         37      494          47         mrr 0.648726               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val      positive_target_non_nearest         37      494          47       auroc 0.820648               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val      positive_target_non_nearest         37      494          47       auprc 0.475525               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val     positive_target_nearest_only         35      287          35 recall_at_1 1.000000               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val     positive_target_nearest_only         35      287          35 recall_at_3 1.000000               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val     positive_target_nearest_only         35      287          35 recall_at_5 1.000000               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val     positive_target_nearest_only         35      287          35         mrr 1.000000               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val     positive_target_nearest_only         35      287          35       auroc 0.997732               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val     positive_target_nearest_only         35      287          35       auprc 0.983121               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val positive_target_non_nearest_only         29      413          31 recall_at_1 0.344828               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val positive_target_non_nearest_only         29      413          31 recall_at_3 0.724138               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val positive_target_non_nearest_only         29      413          31 recall_at_5 0.724138               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val positive_target_non_nearest_only         29      413          31         mrr 0.551822               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val positive_target_non_nearest_only         29      413          31       auroc 0.802229               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val positive_target_non_nearest_only         29      413          31       auprc 0.351322               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val                  distance_0_10kb         23      249          26 recall_at_1 1.000000               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val                  distance_0_10kb         23      249          26 recall_at_3 1.000000               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val                  distance_0_10kb         23      249          26 recall_at_5 1.000000               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val                  distance_0_10kb         23      249          26         mrr 1.000000               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val                  distance_0_10kb         23      249          26       auroc 0.943946               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val                  distance_0_10kb         23      249          26       auprc 0.871849               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val                 distance_10_50kb         18      154          23 recall_at_1 0.777778               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val                 distance_10_50kb         18      154          23 recall_at_3 1.000000               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val                 distance_10_50kb         18      154          23 recall_at_5 1.000000               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val                 distance_10_50kb         18      154          23         mrr 0.879630               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val                 distance_10_50kb         18      154          23       auroc 0.963823               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val                 distance_10_50kb         18      154          23       auprc 0.741065               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val                distance_50_100kb         18      180          21 recall_at_1 0.777778               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val                distance_50_100kb         18      180          21 recall_at_3 0.944444               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val                distance_50_100kb         18      180          21 recall_at_5 0.944444               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val                distance_50_100kb         18      180          21         mrr 0.868056               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val                distance_50_100kb         18      180          21       auroc 0.944295               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val                distance_50_100kb         18      180          21       auprc 0.690099               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val               distance_100_500kb         13      179          16 recall_at_1 0.384615               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val               distance_100_500kb         13      179          16 recall_at_3 0.769231               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val               distance_100_500kb         13      179          16 recall_at_5 0.769231               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val               distance_100_500kb         13      179          16         mrr 0.579635               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val               distance_100_500kb         13      179          16       auroc 0.738880               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val               distance_100_500kb         13      179          16       auprc 0.351684               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val               distance_500kb_1mb          6      106           8 recall_at_1 0.333333               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val               distance_500kb_1mb          6      106           8 recall_at_3 0.333333               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val               distance_500kb_1mb          6      106           8 recall_at_5 0.333333               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val               distance_500kb_1mb          6      106           8         mrr 0.390432               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val               distance_500kb_1mb          6      106           8       auroc 0.531888               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+            gene_holdout   val               distance_500kb_1mb          6      106           8       auprc 0.321662               l2       0.003  False                            strict        38108             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test                      all_labeled       1205     9430         155 recall_at_1 0.066390               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test                      all_labeled       1205     9430         155 recall_at_3 0.080498               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test                      all_labeled       1205     9430         155 recall_at_5 0.085477               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test                      all_labeled       1205     9430         155         mrr 0.075958               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test                      all_labeled       1205     9430         155       auroc 0.822792               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test                      all_labeled       1205     9430         155       auprc 0.139116               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test          positive_target_nearest         63      660          85 recall_at_1 0.920635               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test          positive_target_nearest         63      660          85 recall_at_3 1.000000               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test          positive_target_nearest         63      660          85 recall_at_5 1.000000               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test          positive_target_nearest         63      660          85         mrr 0.957672               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test          positive_target_nearest         63      660          85       auroc 0.925729               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test          positive_target_nearest         63      660          85       auprc 0.801773               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test      positive_target_non_nearest         75      975         108 recall_at_1 0.493333               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test      positive_target_non_nearest         75      975         108 recall_at_3 0.666667               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test      positive_target_non_nearest         75      975         108 recall_at_5 0.746667               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test      positive_target_non_nearest         75      975         108         mrr 0.622610               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test      positive_target_non_nearest         75      975         108       auroc 0.757326               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test      positive_target_non_nearest         75      975         108       auprc 0.375858               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test     positive_target_nearest_only         47      458          47 recall_at_1 0.914894               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test     positive_target_nearest_only         47      458          47 recall_at_3 1.000000               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test     positive_target_nearest_only         47      458          47 recall_at_5 1.000000               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test     positive_target_nearest_only         47      458          47         mrr 0.953901               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test     positive_target_nearest_only         47      458          47       auroc 0.971631               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test     positive_target_nearest_only         47      458          47       auprc 0.870776               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test positive_target_non_nearest_only         59      773          70 recall_at_1 0.372881               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test positive_target_non_nearest_only         59      773          70 recall_at_3 0.576271               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test positive_target_non_nearest_only         59      773          70 recall_at_5 0.677966               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test positive_target_non_nearest_only         59      773          70         mrr 0.528742               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test positive_target_non_nearest_only         59      773          70       auroc 0.706990               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test positive_target_non_nearest_only         59      773          70       auprc 0.236767               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test                  distance_0_10kb         29      446          33 recall_at_1 0.896552               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test                  distance_0_10kb         29      446          33 recall_at_3 1.000000               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test                  distance_0_10kb         29      446          33 recall_at_5 1.000000               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test                  distance_0_10kb         29      446          33         mrr 0.942529               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test                  distance_0_10kb         29      446          33       auroc 0.942842               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test                  distance_0_10kb         29      446          33       auprc 0.829323               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test                 distance_10_50kb         37      389          54 recall_at_1 0.783784               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test                 distance_10_50kb         37      389          54 recall_at_3 1.000000               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test                 distance_10_50kb         37      389          54 recall_at_5 1.000000               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test                 distance_10_50kb         37      389          54         mrr 0.891892               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test                 distance_10_50kb         37      389          54       auroc 0.892150               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test                 distance_10_50kb         37      389          54       auprc 0.657604               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test                distance_50_100kb         24      178          36 recall_at_1 0.916667               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test                distance_50_100kb         24      178          36 recall_at_3 1.000000               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test                distance_50_100kb         24      178          36 recall_at_5 1.000000               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test                distance_50_100kb         24      178          36         mrr 0.958333               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test                distance_50_100kb         24      178          36       auroc 0.928208               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test                distance_50_100kb         24      178          36       auprc 0.824589               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test               distance_100_500kb         34      494          54 recall_at_1 0.441176               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test               distance_100_500kb         34      494          54 recall_at_3 0.558824               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test               distance_100_500kb         34      494          54 recall_at_5 0.617647               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test               distance_100_500kb         34      494          54         mrr 0.546286               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test               distance_100_500kb         34      494          54       auroc 0.723190               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test               distance_100_500kb         34      494          54       auprc 0.338399               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test               distance_500kb_1mb         16      196          27 recall_at_1 0.250000               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test               distance_500kb_1mb         16      196          27 recall_at_3 0.375000               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test               distance_500kb_1mb         16      196          27 recall_at_5 0.625000               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test               distance_500kb_1mb         16      196          27         mrr 0.413876               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test               distance_500kb_1mb         16      196          27       auroc 0.491782               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced  test               distance_500kb_1mb         16      196          27       auprc 0.197633               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train                      all_labeled       3641    25911         427 recall_at_1 0.082395               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train                      all_labeled       3641    25911         427 recall_at_3 0.094480               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train                      all_labeled       3641    25911         427 recall_at_5 0.099423               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train                      all_labeled       3641    25911         427         mrr 0.090134               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train                      all_labeled       3641    25911         427       auroc 0.875033               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train                      all_labeled       3641    25911         427       auprc 0.215323               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train          positive_target_nearest        255     1798         271 recall_at_1 0.988235               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train          positive_target_nearest        255     1798         271 recall_at_3 1.000000               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train          positive_target_nearest        255     1798         271 recall_at_5 1.000000               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train          positive_target_nearest        255     1798         271         mrr 0.994118               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train          positive_target_nearest        255     1798         271       auroc 0.986310               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train          positive_target_nearest        255     1798         271       auprc 0.958477               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train      positive_target_non_nearest        165     2071         186 recall_at_1 0.375758               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train      positive_target_non_nearest        165     2071         186 recall_at_3 0.624242               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train      positive_target_non_nearest        165     2071         186 recall_at_5 0.733333               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train      positive_target_non_nearest        165     2071         186         mrr 0.537453               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train      positive_target_non_nearest        165     2071         186       auroc 0.733533               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train      positive_target_non_nearest        165     2071         186       auprc 0.281096               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train     positive_target_nearest_only        241     1624         241 recall_at_1 0.987552               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train     positive_target_nearest_only        241     1624         241 recall_at_3 1.000000               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train     positive_target_nearest_only        241     1624         241 recall_at_5 1.000000               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train     positive_target_nearest_only        241     1624         241         mrr 0.993776               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train     positive_target_nearest_only        241     1624         241       auroc 0.996766               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train     positive_target_nearest_only        241     1624         241       auprc 0.981356               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train positive_target_non_nearest_only        151     1897         156 recall_at_1 0.317881               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train positive_target_non_nearest_only        151     1897         156 recall_at_3 0.589404               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train positive_target_non_nearest_only        151     1897         156 recall_at_5 0.708609               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train positive_target_non_nearest_only        151     1897         156         mrr 0.494568               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train positive_target_non_nearest_only        151     1897         156       auroc 0.705191               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train positive_target_non_nearest_only        151     1897         156       auprc 0.214281               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train                  distance_0_10kb         96      908         101 recall_at_1 1.000000               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train                  distance_0_10kb         96      908         101 recall_at_3 1.000000               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train                  distance_0_10kb         96      908         101 recall_at_5 1.000000               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train                  distance_0_10kb         96      908         101         mrr 1.000000               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train                  distance_0_10kb         96      908         101       auroc 0.988148               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train                  distance_0_10kb         96      908         101       auprc 0.977686               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train                 distance_10_50kb        137     1102         146 recall_at_1 0.890511               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train                 distance_10_50kb        137     1102         146 recall_at_3 1.000000               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train                 distance_10_50kb        137     1102         146 recall_at_5 1.000000               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train                 distance_10_50kb        137     1102         146         mrr 0.939173               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train                 distance_10_50kb        137     1102         146       auroc 0.979273               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train                 distance_10_50kb        137     1102         146       auprc 0.889350               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train                distance_50_100kb         64      414          69 recall_at_1 0.781250               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train                distance_50_100kb         64      414          69 recall_at_3 0.953125               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train                distance_50_100kb         64      414          69 recall_at_5 0.984375               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train                distance_50_100kb         64      414          69         mrr 0.872396               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train                distance_50_100kb         64      414          69       auroc 0.934930               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train                distance_50_100kb         64      414          69       auprc 0.674823               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train               distance_100_500kb         79      727          92 recall_at_1 0.531646               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train               distance_100_500kb         79      727          92 recall_at_3 0.683544               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train               distance_100_500kb         79      727          92 recall_at_5 0.797468               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train               distance_100_500kb         79      727          92         mrr 0.645389               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train               distance_100_500kb         79      727          92       auroc 0.766553               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train               distance_100_500kb         79      727          92       auprc 0.421997               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train               distance_500kb_1mb         44      738          49 recall_at_1 0.045455               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train               distance_500kb_1mb         44      738          49 recall_at_3 0.181818               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train               distance_500kb_1mb         44      738          49 recall_at_5 0.340909               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train               distance_500kb_1mb         44      738          49         mrr 0.202135               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train               distance_500kb_1mb         44      738          49       auroc 0.398626               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced train               distance_500kb_1mb         44      738          49       auprc 0.055649               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val                      all_labeled        699     4981          82 recall_at_1 0.075823               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val                      all_labeled        699     4981          82 recall_at_3 0.090129               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val                      all_labeled        699     4981          82 recall_at_5 0.091559               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val                      all_labeled        699     4981          82         mrr 0.084302               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val                      all_labeled        699     4981          82       auroc 0.884558               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val                      all_labeled        699     4981          82       auprc 0.217597               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val          positive_target_nearest         43      368          51 recall_at_1 1.000000               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val          positive_target_nearest         43      368          51 recall_at_3 1.000000               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val          positive_target_nearest         43      368          51 recall_at_5 1.000000               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val          positive_target_nearest         43      368          51         mrr 1.000000               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val          positive_target_nearest         43      368          51       auroc 0.953238               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val          positive_target_nearest         43      368          51       auprc 0.915234               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val      positive_target_non_nearest         37      494          47 recall_at_1 0.486486               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val      positive_target_non_nearest         37      494          47 recall_at_3 0.756757               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val      positive_target_non_nearest         37      494          47 recall_at_5 0.783784               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val      positive_target_non_nearest         37      494          47         mrr 0.646678               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val      positive_target_non_nearest         37      494          47       auroc 0.820505               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val      positive_target_non_nearest         37      494          47       auprc 0.467988               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val     positive_target_nearest_only         35      287          35 recall_at_1 1.000000               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val     positive_target_nearest_only         35      287          35 recall_at_3 1.000000               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val     positive_target_nearest_only         35      287          35 recall_at_5 1.000000               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val     positive_target_nearest_only         35      287          35         mrr 1.000000               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val     positive_target_nearest_only         35      287          35       auroc 0.998299               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val     positive_target_nearest_only         35      287          35       auprc 0.986792               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val positive_target_non_nearest_only         29      413          31 recall_at_1 0.344828               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val positive_target_non_nearest_only         29      413          31 recall_at_3 0.689655               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val positive_target_non_nearest_only         29      413          31 recall_at_5 0.724138               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val positive_target_non_nearest_only         29      413          31         mrr 0.549210               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val positive_target_non_nearest_only         29      413          31       auroc 0.804256               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val positive_target_non_nearest_only         29      413          31       auprc 0.327355               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val                  distance_0_10kb         23      249          26 recall_at_1 1.000000               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val                  distance_0_10kb         23      249          26 recall_at_3 1.000000               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val                  distance_0_10kb         23      249          26 recall_at_5 1.000000               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val                  distance_0_10kb         23      249          26         mrr 1.000000               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val                  distance_0_10kb         23      249          26       auroc 0.944291               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val                  distance_0_10kb         23      249          26       auprc 0.887526               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val                 distance_10_50kb         18      154          23 recall_at_1 0.777778               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val                 distance_10_50kb         18      154          23 recall_at_3 0.944444               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val                 distance_10_50kb         18      154          23 recall_at_5 1.000000               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val                 distance_10_50kb         18      154          23         mrr 0.875000               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val                 distance_10_50kb         18      154          23       auroc 0.963492               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val                 distance_10_50kb         18      154          23       auprc 0.740261               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val                distance_50_100kb         18      180          21 recall_at_1 0.777778               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val                distance_50_100kb         18      180          21 recall_at_3 0.944444               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val                distance_50_100kb         18      180          21 recall_at_5 0.944444               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val                distance_50_100kb         18      180          21         mrr 0.868056               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val                distance_50_100kb         18      180          21       auroc 0.937706               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val                distance_50_100kb         18      180          21       auprc 0.678875               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val               distance_100_500kb         13      179          16 recall_at_1 0.384615               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val               distance_100_500kb         13      179          16 recall_at_3 0.692308               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val               distance_100_500kb         13      179          16 recall_at_5 0.769231               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val               distance_100_500kb         13      179          16         mrr 0.573225               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val               distance_100_500kb         13      179          16       auroc 0.741948               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val               distance_100_500kb         13      179          16       auprc 0.345516               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val               distance_500kb_1mb          6      106           8 recall_at_1 0.333333               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val               distance_500kb_1mb          6      106           8 recall_at_3 0.333333               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val               distance_500kb_1mb          6      106           8 recall_at_5 0.333333               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val               distance_500kb_1mb          6      106           8         mrr 0.391695               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val               distance_500kb_1mb          6      106           8       auroc 0.529337               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+ gene_holdout_rebalanced   val               distance_500kb_1mb          6      106           8       auprc 0.322445               l2       0.003  False                            strict        25911             427 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test                      all_labeled        819     5961          85 recall_at_1 0.072039               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test                      all_labeled        819     5961          85 recall_at_3 0.080586               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test                      all_labeled        819     5961          85 recall_at_5 0.080586               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test                      all_labeled        819     5961          85         mrr 0.077326               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test                      all_labeled        819     5961          85       auroc 0.859474               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test                      all_labeled        819     5961          85       auprc 0.207139               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test          positive_target_nearest         50      417          58 recall_at_1 0.980000               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test          positive_target_nearest         50      417          58 recall_at_3 1.000000               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test          positive_target_nearest         50      417          58 recall_at_5 1.000000               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test          positive_target_nearest         50      417          58         mrr 0.990000               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test          positive_target_nearest         50      417          58       auroc 0.940544               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test          positive_target_nearest         50      417          58       auprc 0.850899               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test      positive_target_non_nearest         32      550          41 recall_at_1 0.468750               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test      positive_target_non_nearest         32      550          41 recall_at_3 0.687500               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test      positive_target_non_nearest         32      550          41 recall_at_5 0.687500               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test      positive_target_non_nearest         32      550          41         mrr 0.604069               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test      positive_target_non_nearest         32      550          41       auroc 0.715799               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test      positive_target_non_nearest         32      550          41       auprc 0.350312               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test     positive_target_nearest_only         44      290          44 recall_at_1 1.000000               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test     positive_target_nearest_only         44      290          44 recall_at_3 1.000000               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test     positive_target_nearest_only         44      290          44 recall_at_5 1.000000               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test     positive_target_nearest_only         44      290          44         mrr 1.000000               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test     positive_target_nearest_only         44      290          44       auroc 0.984017               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test     positive_target_nearest_only         44      290          44       auprc 0.933961               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test positive_target_non_nearest_only         26      423          27 recall_at_1 0.384615               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test positive_target_non_nearest_only         26      423          27 recall_at_3 0.615385               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test positive_target_non_nearest_only         26      423          27 recall_at_5 0.615385               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test positive_target_non_nearest_only         26      423          27         mrr 0.531931               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test positive_target_non_nearest_only         26      423          27       auroc 0.679761               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test positive_target_non_nearest_only         26      423          27       auprc 0.254353               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test                  distance_0_10kb         20      203          24 recall_at_1 0.950000               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test                  distance_0_10kb         20      203          24 recall_at_3 1.000000               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test                  distance_0_10kb         20      203          24 recall_at_5 1.000000               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test                  distance_0_10kb         20      203          24         mrr 0.975000               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test                  distance_0_10kb         20      203          24       auroc 0.939013               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test                  distance_0_10kb         20      203          24       auprc 0.873649               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test                 distance_10_50kb         30      342          35 recall_at_1 0.933333               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test                 distance_10_50kb         30      342          35 recall_at_3 1.000000               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test                 distance_10_50kb         30      342          35 recall_at_5 1.000000               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test                 distance_10_50kb         30      342          35         mrr 0.966667               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test                 distance_10_50kb         30      342          35       auroc 0.947231               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test                 distance_10_50kb         30      342          35       auprc 0.748274               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test                distance_50_100kb          9       44           9 recall_at_1 0.777778               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test                distance_50_100kb          9       44           9 recall_at_3 1.000000               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test                distance_50_100kb          9       44           9 recall_at_5 1.000000               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test                distance_50_100kb          9       44           9         mrr 0.888889               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test                distance_50_100kb          9       44           9       auroc 0.825397               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test                distance_50_100kb          9       44           9       auprc 0.566049               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test               distance_100_500kb         14      178          20 recall_at_1 0.642857               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test               distance_100_500kb         14      178          20 recall_at_3 0.785714               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test               distance_100_500kb         14      178          20 recall_at_5 0.785714               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test               distance_100_500kb         14      178          20         mrr 0.737798               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test               distance_100_500kb         14      178          20       auroc 0.741772               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test               distance_100_500kb         14      178          20       auprc 0.402598               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test               distance_500kb_1mb          9      238          13 recall_at_1 0.111111               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test               distance_500kb_1mb          9      238          13 recall_at_3 0.222222               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test               distance_500kb_1mb          9      238          13 recall_at_5 0.222222               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test               distance_500kb_1mb          9      238          13         mrr 0.222337               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test               distance_500kb_1mb          9      238          13       auroc 0.456410               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout  test               distance_500kb_1mb          9      238          13       auprc 0.161596               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train                      all_labeled       3913    28117         485 recall_at_1 0.079223               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train                      all_labeled       3913    28117         485 recall_at_3 0.093790               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train                      all_labeled       3913    28117         485 recall_at_5 0.099412               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train                      all_labeled       3913    28117         485         mrr 0.088322               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train                      all_labeled       3913    28117         485       auroc 0.869629               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train                      all_labeled       3913    28117         485       auprc 0.210039               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train          positive_target_nearest        254     1883         287 recall_at_1 0.980315               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train          positive_target_nearest        254     1883         287 recall_at_3 1.000000               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train          positive_target_nearest        254     1883         287 recall_at_5 1.000000               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train          positive_target_nearest        254     1883         287         mrr 0.990157               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train          positive_target_nearest        254     1883         287       auroc 0.974918               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train          positive_target_nearest        254     1883         287       auprc 0.902826               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train      positive_target_non_nearest        212     2611         259 recall_at_1 0.415094               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train      positive_target_non_nearest        212     2611         259 recall_at_3 0.665094               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train      positive_target_non_nearest        212     2611         259 recall_at_5 0.768868               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train      positive_target_non_nearest        212     2611         259         mrr 0.573606               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train      positive_target_non_nearest        212     2611         259       auroc 0.746461               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train      positive_target_non_nearest        212     2611         259       auprc 0.339879               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train     positive_target_nearest_only        226     1583         226 recall_at_1 0.982301               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train     positive_target_nearest_only        226     1583         226 recall_at_3 1.000000               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train     positive_target_nearest_only        226     1583         226 recall_at_5 1.000000               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train     positive_target_nearest_only        226     1583         226         mrr 0.991150               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train     positive_target_nearest_only        226     1583         226       auroc 0.993785               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train     positive_target_nearest_only        226     1583         226       auprc 0.947925               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train positive_target_non_nearest_only        184     2311         198 recall_at_1 0.331522               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train positive_target_non_nearest_only        184     2311         198 recall_at_3 0.614130               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train positive_target_non_nearest_only        184     2311         198 recall_at_5 0.733696               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train positive_target_non_nearest_only        184     2311         198         mrr 0.511438               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train positive_target_non_nearest_only        184     2311         198       auroc 0.705460               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train positive_target_non_nearest_only        184     2311         198       auprc 0.232980               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train                  distance_0_10kb         98     1023         106 recall_at_1 0.979592               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train                  distance_0_10kb         98     1023         106 recall_at_3 1.000000               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train                  distance_0_10kb         98     1023         106 recall_at_5 1.000000               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train                  distance_0_10kb         98     1023         106         mrr 0.989796               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train                  distance_0_10kb         98     1023         106       auroc 0.981194               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train                  distance_0_10kb         98     1023         106       auprc 0.929791               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train                 distance_10_50kb        137     1111         159 recall_at_1 0.875912               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train                 distance_10_50kb        137     1111         159 recall_at_3 0.992701               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train                 distance_10_50kb        137     1111         159 recall_at_5 1.000000               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train                 distance_10_50kb        137     1111         159         mrr 0.932482               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train                 distance_10_50kb        137     1111         159       auroc 0.962277               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train                 distance_10_50kb        137     1111         159       auprc 0.824747               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train                distance_50_100kb         82      624          99 recall_at_1 0.817073               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train                distance_50_100kb         82      624          99 recall_at_3 0.963415               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train                distance_50_100kb         82      624          99 recall_at_5 0.975610               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train                distance_50_100kb         82      624          99         mrr 0.893002               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train                distance_50_100kb         82      624          99       auroc 0.927388               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train                distance_50_100kb         82      624          99       auprc 0.669843               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train               distance_100_500kb         97     1043         124 recall_at_1 0.474227               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train               distance_100_500kb         97     1043         124 recall_at_3 0.701031               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train               distance_100_500kb         97     1043         124 recall_at_5 0.804124               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train               distance_100_500kb         97     1043         124         mrr 0.611854               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train               distance_100_500kb         97     1043         124       auroc 0.744270               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train               distance_100_500kb         97     1043         124       auprc 0.369572               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train               distance_500kb_1mb         54      761          66 recall_at_1 0.111111               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train               distance_500kb_1mb         54      761          66 recall_at_3 0.259259               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train               distance_500kb_1mb         54      761          66 recall_at_5 0.444444               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train               distance_500kb_1mb         54      761          66         mrr 0.275734               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train               distance_500kb_1mb         54      761          66       auroc 0.478788               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout train               distance_500kb_1mb         54      761          66       auprc 0.123433               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val                      all_labeled        813     6244          94 recall_at_1 0.078721               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val                      all_labeled        813     6244          94 recall_at_3 0.092251               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val                      all_labeled        813     6244          94 recall_at_5 0.094711               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val                      all_labeled        813     6244          94         mrr 0.087040               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val                      all_labeled        813     6244          94       auroc 0.904477               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val                      all_labeled        813     6244          94       auprc 0.252148               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val          positive_target_nearest         57      526          62 recall_at_1 0.947368               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val          positive_target_nearest         57      526          62 recall_at_3 1.000000               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val          positive_target_nearest         57      526          62 recall_at_5 1.000000               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val          positive_target_nearest         57      526          62         mrr 0.973684               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val          positive_target_nearest         57      526          62       auroc 0.989294               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val          positive_target_nearest         57      526          62       auprc 0.892286               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val      positive_target_non_nearest         33      379          41 recall_at_1 0.424242               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val      positive_target_non_nearest         33      379          41 recall_at_3 0.666667               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val      positive_target_non_nearest         33      379          41 recall_at_5 0.727273               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val      positive_target_non_nearest         33      379          41         mrr 0.583744               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val      positive_target_non_nearest         33      379          41       auroc 0.763530               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val      positive_target_non_nearest         33      379          41       auprc 0.400392               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val     positive_target_nearest_only         53      496          53 recall_at_1 0.943396               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val     positive_target_nearest_only         53      496          53 recall_at_3 1.000000               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val     positive_target_nearest_only         53      496          53 recall_at_5 1.000000               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val     positive_target_nearest_only         53      496          53         mrr 0.971698               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val     positive_target_nearest_only         53      496          53       auroc 0.990843               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val     positive_target_nearest_only         53      496          53       auprc 0.891011               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val positive_target_non_nearest_only         29      349          32 recall_at_1 0.344828               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val positive_target_non_nearest_only         29      349          32 recall_at_3 0.620690               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val positive_target_non_nearest_only         29      349          32 recall_at_5 0.689655               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val positive_target_non_nearest_only         29      349          32         mrr 0.526330               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val positive_target_non_nearest_only         29      349          32       auroc 0.715891               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val positive_target_non_nearest_only         29      349          32       auprc 0.299445               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val                  distance_0_10kb         30      377          30 recall_at_1 0.966667               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val                  distance_0_10kb         30      377          30 recall_at_3 1.000000               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val                  distance_0_10kb         30      377          30 recall_at_5 1.000000               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val                  distance_0_10kb         30      377          30         mrr 0.983333               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val                  distance_0_10kb         30      377          30       auroc 0.996734               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val                  distance_0_10kb         30      377          30       auprc 0.920548               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val                 distance_10_50kb         25      192          29 recall_at_1 0.760000               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val                 distance_10_50kb         25      192          29 recall_at_3 1.000000               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val                 distance_10_50kb         25      192          29 recall_at_5 1.000000               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val                 distance_10_50kb         25      192          29         mrr 0.873333               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val                 distance_10_50kb         25      192          29       auroc 0.939708               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val                 distance_10_50kb         25      192          29       auprc 0.684425               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val                distance_50_100kb         15      104          18 recall_at_1 0.800000               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val                distance_50_100kb         15      104          18 recall_at_3 0.933333               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val                distance_50_100kb         15      104          18 recall_at_5 1.000000               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val                distance_50_100kb         15      104          18         mrr 0.883333               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val                distance_50_100kb         15      104          18       auroc 0.963178               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val                distance_50_100kb         15      104          18       auprc 0.857035               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val               distance_100_500kb         15      179          18 recall_at_1 0.400000               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val               distance_100_500kb         15      179          18 recall_at_3 0.533333               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val               distance_100_500kb         15      179          18 recall_at_5 0.533333               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val               distance_100_500kb         15      179          18         mrr 0.519288               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val               distance_100_500kb         15      179          18       auroc 0.762595               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val               distance_100_500kb         15      179          18       auprc 0.398583               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val               distance_500kb_1mb          3       41           5 recall_at_1 0.000000               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val               distance_500kb_1mb          3       41           5 recall_at_3 0.000000               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val               distance_500kb_1mb          3       41           5 recall_at_5 0.333333               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val               distance_500kb_1mb          3       41           5         mrr 0.130303               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val               distance_500kb_1mb          3       41           5       auroc 0.450000               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
+enhancer_cluster_holdout   val               distance_500kb_1mb          3       41           5       auprc 0.129172               l2       0.003  False                            strict        28117             485 logistic_abc_contact_c0003         0.1.0
diff --git a/results/s2t/gasperini_gse120861/learned_logistic_counterfactual_proxy_highconf_c0003_slice_metrics.csv b/results/s2t/gasperini_gse120861/learned_logistic_counterfactual_proxy_highconf_c0003_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..cc74931f78c0cbfa5dfdd042d8f89055e6f69c67
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_logistic_counterfactual_proxy_highconf_c0003_slice_metrics.csv
@@ -0,0 +1,1495 @@
+split_family,split,slice,n_regions,n_pairs,n_positive,metric,value,logistic_penalty,logistic_c,tuned,tune_metric,training_label_policy,n_fit_pairs,n_fit_positive,model_name,model_version
+random,test,all_labeled,832,6103,96,recall_at_1,0.07692307692307693,l2,0.0003,False,,high_confidence,13254,208,logistic_counterfactual_proxy_highconf_c0003,0.1.0
+random,test,all_labeled,832,6103,96,recall_at_3,0.09014423076923077,l2,0.0003,False,,high_confidence,13254,208,logistic_counterfactual_proxy_highconf_c0003,0.1.0
+random,test,all_labeled,832,6103,96,recall_at_5,0.09134615384615384,l2,0.0003,False,,high_confidence,13254,208,logistic_counterfactual_proxy_highconf_c0003,0.1.0
+random,test,all_labeled,832,6103,96,mrr,0.08423932558890046,l2,0.0003,False,,high_confidence,13254,208,logistic_counterfactual_proxy_highconf_c0003,0.1.0
+random,test,all_labeled,832,6103,96,auroc,0.8848981743521447,l2,0.0003,False,,high_confidence,13254,208,logistic_counterfactual_proxy_highconf_c0003,0.1.0
+random,test,all_labeled,832,6103,96,auprc,0.28542040422169124,l2,0.0003,False,,high_confidence,13254,208,logistic_counterfactual_proxy_highconf_c0003,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_1,0.9811320754716981,l2,0.0003,False,,high_confidence,13254,208,logistic_counterfactual_proxy_highconf_c0003,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_3,1.0,l2,0.0003,False,,high_confidence,13254,208,logistic_counterfactual_proxy_highconf_c0003,0.1.0
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diff --git a/results/s2t/gasperini_gse120861/learned_logistic_counterfactual_proxy_v2_highconf_c0003_slice_metrics.csv b/results/s2t/gasperini_gse120861/learned_logistic_counterfactual_proxy_v2_highconf_c0003_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..807aa49487d13dfd08f0817bd0dcd8a7a5d61e58
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_logistic_counterfactual_proxy_v2_highconf_c0003_slice_metrics.csv
@@ -0,0 +1,1495 @@
+split_family,split,slice,n_regions,n_pairs,n_positive,metric,value,logistic_penalty,logistic_c,tuned,tune_metric,training_label_policy,n_fit_pairs,n_fit_positive,model_name,model_version
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+random,test,all_labeled,832,6103,96,recall_at_3,0.09134615384615384,l2,0.0003,False,,high_confidence,13254,208,logistic_counterfactual_proxy_v2_highconf_c0003,0.1.0
+random,test,all_labeled,832,6103,96,recall_at_5,0.09134615384615384,l2,0.0003,False,,high_confidence,13254,208,logistic_counterfactual_proxy_v2_highconf_c0003,0.1.0
+random,test,all_labeled,832,6103,96,mrr,0.08432205815018315,l2,0.0003,False,,high_confidence,13254,208,logistic_counterfactual_proxy_v2_highconf_c0003,0.1.0
+random,test,all_labeled,832,6103,96,auroc,0.8860548110537706,l2,0.0003,False,,high_confidence,13254,208,logistic_counterfactual_proxy_v2_highconf_c0003,0.1.0
+random,test,all_labeled,832,6103,96,auprc,0.30996873974478095,l2,0.0003,False,,high_confidence,13254,208,logistic_counterfactual_proxy_v2_highconf_c0003,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_1,0.9622641509433962,l2,0.0003,False,,high_confidence,13254,208,logistic_counterfactual_proxy_v2_highconf_c0003,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_3,1.0,l2,0.0003,False,,high_confidence,13254,208,logistic_counterfactual_proxy_v2_highconf_c0003,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_5,1.0,l2,0.0003,False,,high_confidence,13254,208,logistic_counterfactual_proxy_v2_highconf_c0003,0.1.0
+random,test,positive_target_nearest,53,499,63,mrr,0.9811320754716981,l2,0.0003,False,,high_confidence,13254,208,logistic_counterfactual_proxy_v2_highconf_c0003,0.1.0
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+random,test,positive_target_non_nearest,37,510,50,recall_at_3,0.8108108108108109,l2,0.0003,False,,high_confidence,13254,208,logistic_counterfactual_proxy_v2_highconf_c0003,0.1.0
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diff --git a/results/s2t/gasperini_gse120861/learned_logistic_distance_abc_slice_metrics.csv b/results/s2t/gasperini_gse120861/learned_logistic_distance_abc_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f2f4da8a8c1055bd829107ef1c1cebc49b208e0d
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_logistic_distance_abc_slice_metrics.csv
@@ -0,0 +1,1495 @@
+split_family,split,slice,n_regions,n_pairs,n_positive,metric,value,model_name,model_version
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diff --git a/results/s2t/gasperini_gse120861/learned_logistic_e2g_activity_contact_c01_metrics.csv b/results/s2t/gasperini_gse120861/learned_logistic_e2g_activity_contact_c01_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e53899a129b6dfdd165c84180c2556bd2d863e8f
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_logistic_e2g_activity_contact_c01_metrics.csv
@@ -0,0 +1,151 @@
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diff --git a/results/s2t/gasperini_gse120861/learned_logistic_lifted_ccre_metrics.csv b/results/s2t/gasperini_gse120861/learned_logistic_lifted_ccre_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..58ad6b233fae0042eeffe2747db77eabd33417dc
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_logistic_lifted_ccre_metrics.csv
@@ -0,0 +1,97 @@
+split_family,split,n_regions,n_pairs,n_positive,metric,value,model_name,model_version
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diff --git a/results/s2t/gasperini_gse120861/learned_logistic_metrics.csv b/results/s2t/gasperini_gse120861/learned_logistic_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..74f247fb88c9d21f8fb3e813e859194852d9d415
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_logistic_metrics.csv
@@ -0,0 +1,97 @@
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+chromosome_fold_4,test,1130,9403,135,mrr,0.07717006358208855,logistic_distance_ccre_abc,0.1.0
+chromosome_fold_4,test,1130,9403,135,auroc,0.8087261625025975,logistic_distance_ccre_abc,0.1.0
+chromosome_fold_4,test,1130,9403,135,auprc,0.1570109115693065,logistic_distance_ccre_abc,0.1.0
+chromosome_fold_4,train,4415,30919,529,recall_at_1,0.08040770101925254,logistic_distance_ccre_abc,0.1.0
+chromosome_fold_4,train,4415,30919,529,recall_at_3,0.09354473386183465,logistic_distance_ccre_abc,0.1.0
+chromosome_fold_4,train,4415,30919,529,recall_at_5,0.09739524348810873,logistic_distance_ccre_abc,0.1.0
+chromosome_fold_4,train,4415,30919,529,mrr,0.08853175596267328,logistic_distance_ccre_abc,0.1.0
+chromosome_fold_4,train,4415,30919,529,auroc,0.866851472757119,logistic_distance_ccre_abc,0.1.0
+chromosome_fold_4,train,4415,30919,529,auprc,0.18299709971609357,logistic_distance_ccre_abc,0.1.0
+chromosome_fold_5,test,1097,7561,133,recall_at_1,0.07657247037374658,logistic_distance_ccre_abc,0.1.0
+chromosome_fold_5,test,1097,7561,133,recall_at_3,0.09115770282588878,logistic_distance_ccre_abc,0.1.0
+chromosome_fold_5,test,1097,7561,133,recall_at_5,0.09571558796718323,logistic_distance_ccre_abc,0.1.0
+chromosome_fold_5,test,1097,7561,133,mrr,0.08505778253955099,logistic_distance_ccre_abc,0.1.0
+chromosome_fold_5,test,1097,7561,133,auroc,0.8676011515055814,logistic_distance_ccre_abc,0.1.0
+chromosome_fold_5,test,1097,7561,133,auprc,0.17317319100299924,logistic_distance_ccre_abc,0.1.0
+chromosome_fold_5,train,4448,32761,531,recall_at_1,0.07756294964028777,logistic_distance_ccre_abc,0.1.0
+chromosome_fold_5,train,4448,32761,531,recall_at_3,0.09060251798561152,logistic_distance_ccre_abc,0.1.0
+chromosome_fold_5,train,4448,32761,531,recall_at_5,0.0964478417266187,logistic_distance_ccre_abc,0.1.0
+chromosome_fold_5,train,4448,32761,531,mrr,0.08626665378603487,logistic_distance_ccre_abc,0.1.0
+chromosome_fold_5,train,4448,32761,531,auroc,0.8513686059414063,logistic_distance_ccre_abc,0.1.0
+chromosome_fold_5,train,4448,32761,531,auprc,0.18105340942081732,logistic_distance_ccre_abc,0.1.0
diff --git a/results/s2t/gasperini_gse120861/learned_logistic_re2g_abc_contact_c0001.log b/results/s2t/gasperini_gse120861/learned_logistic_re2g_abc_contact_c0001.log
new file mode 100644
index 0000000000000000000000000000000000000000..5ada8e73e13f1da314d5f4ca2dfbad7253ade17d
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_logistic_re2g_abc_contact_c0001.log
@@ -0,0 +1,1648 @@
+            split_family split  n_regions  n_pairs  n_positive      metric    value logistic_penalty  logistic_c  tuned tune_metric training_label_policy  n_fit_pairs  n_fit_positive                      model_name model_version
+                  random  test        832     6103          96 recall_at_1 0.075721               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test        832     6103          96 recall_at_3 0.088942               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test        832     6103          96 recall_at_5 0.092548               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test        832     6103          96         mrr 0.083251               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test        832     6103          96       auroc 0.906279               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test        832     6103          96       auprc 0.304263               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train       3886    28048         458 recall_at_1 0.079259               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train       3886    28048         458 recall_at_3 0.091096               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train       3886    28048         458 recall_at_5 0.095728               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train       3886    28048         458         mrr 0.086605               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train       3886    28048         458       auroc 0.897204               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train       3886    28048         458       auprc 0.284345               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val        827     6171         110 recall_at_1 0.093108               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val        827     6171         110 recall_at_3 0.110036               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val        827     6171         110 recall_at_5 0.118501               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val        827     6171         110         mrr 0.104036               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val        827     6171         110       auroc 0.874959               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val        827     6171         110       auprc 0.338943               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test        102      362           7 recall_at_1 0.039216               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test        102      362           7 recall_at_3 0.068627               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test        102      362           7 recall_at_5 0.068627               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test        102      362           7         mrr 0.053922               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test        102      362           7       auroc 0.921932               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test        102      362           7       auprc 0.179965               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train       5191    36929         618 recall_at_1 0.081872               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train       5191    36929         618 recall_at_3 0.092468               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train       5191    36929         618 recall_at_5 0.098054               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train       5191    36929         618         mrr 0.088969               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train       5191    36929         618       auroc 0.899728               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train       5191    36929         618       auprc 0.299434               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val        252     3031          39 recall_at_1 0.083333               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val        252     3031          39 recall_at_3 0.103175               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val        252     3031          39 recall_at_5 0.115079               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val        252     3031          39         mrr 0.095964               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val        252     3031          39       auroc 0.838347               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val        252     3031          39       auprc 0.308139               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test       1148     9006         131 recall_at_1 0.082753               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test       1148     9006         131 recall_at_3 0.099303               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test       1148     9006         131 recall_at_5 0.104530               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test       1148     9006         131         mrr 0.091489               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test       1148     9006         131       auroc 0.898050               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test       1148     9006         131       auprc 0.315261               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train       4397    31316         533 recall_at_1 0.079827               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train       4397    31316         533 recall_at_3 0.091426               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train       4397    31316         533 recall_at_5 0.097339               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train       4397    31316         533         mrr 0.087477               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train       4397    31316         533       auroc 0.894363               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train       4397    31316         533       auprc 0.290225               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test       1209     8301         134 recall_at_1 0.076096               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test       1209     8301         134 recall_at_3 0.082713               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test       1209     8301         134 recall_at_5 0.085194               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test       1209     8301         134         mrr 0.081261               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test       1209     8301         134       auroc 0.881542               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test       1209     8301         134       auprc 0.252857               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train       4336    32021         530 recall_at_1 0.082103               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train       4336    32021         530 recall_at_3 0.095941               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train       4336    32021         530 recall_at_5 0.101245               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train       4336    32021         530         mrr 0.090412               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train       4336    32021         530       auroc 0.895556               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train       4336    32021         530       auprc 0.298461               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test        961     6051         131 recall_at_1 0.095734               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test        961     6051         131 recall_at_3 0.108221               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test        961     6051         131 recall_at_5 0.112383               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test        961     6051         131         mrr 0.102962               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test        961     6051         131       auroc 0.901892               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test        961     6051         131       auprc 0.322071               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train       4584    34271         533 recall_at_1 0.077661               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train       4584    34271         533 recall_at_3 0.089223               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train       4584    34271         533 recall_at_5 0.094895               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train       4584    34271         533         mrr 0.085367               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train       4584    34271         533       auroc 0.893668               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train       4584    34271         533       auprc 0.281418               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test       1130     9403         135 recall_at_1 0.072566               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test       1130     9403         135 recall_at_3 0.084956               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test       1130     9403         135 recall_at_5 0.089381               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test       1130     9403         135         mrr 0.080950               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test       1130     9403         135       auroc 0.820250               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test       1130     9403         135       auprc 0.228493               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train       4415    30919         529 recall_at_1 0.081767               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train       4415    30919         529 recall_at_3 0.095810               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train       4415    30919         529 recall_at_5 0.100566               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train       4415    30919         529         mrr 0.090037               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train       4415    30919         529       auroc 0.912387               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train       4415    30919         529       auprc 0.319661               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test       1097     7561         133 recall_at_1 0.078396               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test       1097     7561         133 recall_at_3 0.092981               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test       1097     7561         133 recall_at_5 0.097539               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test       1097     7561         133         mrr 0.087160               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test       1097     7561         133       auroc 0.890499               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test       1097     7561         133       auprc 0.282488               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train       4448    32761         531 recall_at_1 0.080486               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train       4448    32761         531 recall_at_3 0.092176               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train       4448    32761         531 recall_at_5 0.098246               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train       4448    32761         531         mrr 0.088455               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train       4448    32761         531       auroc 0.896879               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train       4448    32761         531       auprc 0.301632               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test        122     1433         155 recall_at_1 0.688525               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test        122     1433         155 recall_at_3 0.827869               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test        122     1433         155 recall_at_5 0.901639               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test        122     1433         155         mrr 0.781080               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test        122     1433         155       auroc 0.854773               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test        122     1433         155       auprc 0.582663               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train       5351    38108         427 recall_at_1 0.056438               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train       5351    38108         427 recall_at_3 0.065221               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train       5351    38108         427 recall_at_5 0.069146               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train       5351    38108         427         mrr 0.062061               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train       5351    38108         427       auroc 0.898518               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train       5351    38108         427       auprc 0.231766               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val         72      781          82 recall_at_1 0.750000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val         72      781          82 recall_at_3 0.888889               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val         72      781          82 recall_at_5 0.916667               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val         72      781          82         mrr 0.833185               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val         72      781          82       auroc 0.888604               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val         72      781          82       auprc 0.709132               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test       1205     9430         155 recall_at_1 0.070539               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test       1205     9430         155 recall_at_3 0.083817               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test       1205     9430         155 recall_at_5 0.090456               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test       1205     9430         155         mrr 0.079550               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test       1205     9430         155       auroc 0.866871               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test       1205     9430         155       auprc 0.200743               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train       3641    25911         427 recall_at_1 0.082944               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train       3641    25911         427 recall_at_3 0.096127               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train       3641    25911         427 recall_at_5 0.101071               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train       3641    25911         427         mrr 0.091237               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train       3641    25911         427       auroc 0.895817               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train       3641    25911         427       auprc 0.287870               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val        699     4981          82 recall_at_1 0.077253               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val        699     4981          82 recall_at_3 0.091559               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val        699     4981          82 recall_at_5 0.094421               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val        699     4981          82         mrr 0.086029               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val        699     4981          82       auroc 0.901150               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val        699     4981          82       auprc 0.359688               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test        819     5961          85 recall_at_1 0.073260               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test        819     5961          85 recall_at_3 0.081807               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test        819     5961          85 recall_at_5 0.083028               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test        819     5961          85         mrr 0.078552               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test        819     5961          85       auroc 0.871471               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test        819     5961          85       auprc 0.286375               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train       3913    28117         485 recall_at_1 0.082290               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train       3913    28117         485 recall_at_3 0.096601               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train       3913    28117         485 recall_at_5 0.101712               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train       3913    28117         485         mrr 0.090914               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train       3913    28117         485       auroc 0.896316               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train       3913    28117         485       auprc 0.289036               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val        813     6244          94 recall_at_1 0.077491               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val        813     6244          94 recall_at_3 0.092251               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val        813     6244          94 recall_at_5 0.097171               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val        813     6244          94         mrr 0.086460               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val        813     6244          94       auroc 0.912088               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val        813     6244          94       auprc 0.354211               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+
+Slice metrics:
+            split_family split                            slice  n_regions  n_pairs  n_positive      metric    value logistic_penalty  logistic_c  tuned tune_metric training_label_policy  n_fit_pairs  n_fit_positive                      model_name model_version
+                  random  test                      all_labeled        832     6103          96 recall_at_1 0.075721               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test                      all_labeled        832     6103          96 recall_at_3 0.088942               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test                      all_labeled        832     6103          96 recall_at_5 0.092548               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test                      all_labeled        832     6103          96         mrr 0.083251               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test                      all_labeled        832     6103          96       auroc 0.906279               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test                      all_labeled        832     6103          96       auprc 0.304263               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test          positive_target_nearest         53      499          63 recall_at_1 0.981132               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test          positive_target_nearest         53      499          63 recall_at_3 1.000000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test          positive_target_nearest         53      499          63 recall_at_5 1.000000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test          positive_target_nearest         53      499          63         mrr 0.990566               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test          positive_target_nearest         53      499          63       auroc 0.981833               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test          positive_target_nearest         53      499          63       auprc 0.887312               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test      positive_target_non_nearest         37      510          50 recall_at_1 0.486486               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test      positive_target_non_nearest         37      510          50 recall_at_3 0.756757               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test      positive_target_non_nearest         37      510          50 recall_at_5 0.837838               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test      positive_target_non_nearest         37      510          50         mrr 0.642295               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test      positive_target_non_nearest         37      510          50       auroc 0.787130               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test      positive_target_non_nearest         37      510          50       auprc 0.438879               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test     positive_target_nearest_only         46      392          46 recall_at_1 0.978261               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test     positive_target_nearest_only         46      392          46 recall_at_3 1.000000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test     positive_target_nearest_only         46      392          46 recall_at_5 1.000000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test     positive_target_nearest_only         46      392          46         mrr 0.989130               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test     positive_target_nearest_only         46      392          46       auroc 0.993591               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test     positive_target_nearest_only         46      392          46       auprc 0.916977               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test positive_target_non_nearest_only         30      403          33 recall_at_1 0.366667               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test positive_target_non_nearest_only         30      403          33 recall_at_3 0.700000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test positive_target_non_nearest_only         30      403          33 recall_at_5 0.800000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test positive_target_non_nearest_only         30      403          33         mrr 0.558831               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test positive_target_non_nearest_only         30      403          33       auroc 0.730057               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test positive_target_non_nearest_only         30      403          33       auprc 0.280052               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test                  distance_0_10kb         26      326          27 recall_at_1 0.923077               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test                  distance_0_10kb         26      326          27 recall_at_3 1.000000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test                  distance_0_10kb         26      326          27 recall_at_5 1.000000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test                  distance_0_10kb         26      326          27         mrr 0.961538               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test                  distance_0_10kb         26      326          27       auroc 0.995541               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test                  distance_0_10kb         26      326          27       auprc 0.943940               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test                 distance_10_50kb         26      282          34 recall_at_1 0.884615               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test                 distance_10_50kb         26      282          34 recall_at_3 1.000000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test                 distance_10_50kb         26      282          34 recall_at_5 1.000000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test                 distance_10_50kb         26      282          34         mrr 0.942308               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test                 distance_10_50kb         26      282          34       auroc 0.966200               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test                 distance_10_50kb         26      282          34       auprc 0.806456               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test                distance_50_100kb         19      120          24 recall_at_1 0.789474               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test                distance_50_100kb         19      120          24 recall_at_3 0.947368               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test                distance_50_100kb         19      120          24 recall_at_5 1.000000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test                distance_50_100kb         19      120          24         mrr 0.864035               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test                distance_50_100kb         19      120          24       auroc 0.918837               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test                distance_50_100kb         19      120          24       auprc 0.764014               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test               distance_100_500kb         15      226          23 recall_at_1 0.400000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test               distance_100_500kb         15      226          23 recall_at_3 0.600000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test               distance_100_500kb         15      226          23 recall_at_5 0.733333               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test               distance_100_500kb         15      226          23         mrr 0.540810               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test               distance_100_500kb         15      226          23       auroc 0.692868               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test               distance_100_500kb         15      226          23       auprc 0.298286               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test               distance_500kb_1mb          3       86           6 recall_at_1 0.333333               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test               distance_500kb_1mb          3       86           6 recall_at_3 0.333333               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test               distance_500kb_1mb          3       86           6 recall_at_5 0.333333               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test               distance_500kb_1mb          3       86           6         mrr 0.412037               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test               distance_500kb_1mb          3       86           6       auroc 0.608333               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random  test               distance_500kb_1mb          3       86           6       auprc 0.255934               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train                      all_labeled       3886    28048         458 recall_at_1 0.079259               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train                      all_labeled       3886    28048         458 recall_at_3 0.091096               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train                      all_labeled       3886    28048         458 recall_at_5 0.095728               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train                      all_labeled       3886    28048         458         mrr 0.086605               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train                      all_labeled       3886    28048         458       auroc 0.897204               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train                      all_labeled       3886    28048         458       auprc 0.284345               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train          positive_target_nearest        247     1858         279 recall_at_1 0.991903               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train          positive_target_nearest        247     1858         279 recall_at_3 1.000000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train          positive_target_nearest        247     1858         279 recall_at_5 1.000000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train          positive_target_nearest        247     1858         279         mrr 0.995951               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train          positive_target_nearest        247     1858         279       auroc 0.973242               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train          positive_target_nearest        247     1858         279       auprc 0.898727               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train      positive_target_non_nearest        191     2529         238 recall_at_1 0.471204               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train      positive_target_non_nearest        191     2529         238 recall_at_3 0.701571               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train      positive_target_non_nearest        191     2529         238 recall_at_5 0.795812               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train      positive_target_non_nearest        191     2529         238         mrr 0.615436               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train      positive_target_non_nearest        191     2529         238       auroc 0.758056               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train      positive_target_non_nearest        191     2529         238       auprc 0.391027               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train     positive_target_nearest_only        220     1544         220 recall_at_1 0.990909               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train     positive_target_nearest_only        220     1544         220 recall_at_3 1.000000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train     positive_target_nearest_only        220     1544         220 recall_at_5 1.000000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train     positive_target_nearest_only        220     1544         220         mrr 0.995455               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train     positive_target_nearest_only        220     1544         220       auroc 0.992107               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train     positive_target_nearest_only        220     1544         220       auprc 0.947523               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train positive_target_non_nearest_only        164     2215         179 recall_at_1 0.384146               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train positive_target_non_nearest_only        164     2215         179 recall_at_3 0.652439               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train positive_target_non_nearest_only        164     2215         179 recall_at_5 0.762195               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train positive_target_non_nearest_only        164     2215         179         mrr 0.552123               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train positive_target_non_nearest_only        164     2215         179       auroc 0.720994               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train positive_target_non_nearest_only        164     2215         179       auprc 0.272772               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train                  distance_0_10kb         95      966         105 recall_at_1 1.000000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train                  distance_0_10kb         95      966         105 recall_at_3 1.000000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train                  distance_0_10kb         95      966         105 recall_at_5 1.000000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train                  distance_0_10kb         95      966         105         mrr 1.000000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train                  distance_0_10kb         95      966         105       auroc 0.976108               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train                  distance_0_10kb         95      966         105       auprc 0.914563               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train                 distance_10_50kb        140     1194         162 recall_at_1 0.900000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train                 distance_10_50kb        140     1194         162 recall_at_3 0.992857               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train                 distance_10_50kb        140     1194         162 recall_at_5 1.000000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train                 distance_10_50kb        140     1194         162         mrr 0.945833               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train                 distance_10_50kb        140     1194         162       auroc 0.956114               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train                 distance_10_50kb        140     1194         162       auprc 0.816530               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train                distance_50_100kb         60      465          74 recall_at_1 0.850000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train                distance_50_100kb         60      465          74 recall_at_3 0.966667               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train                distance_50_100kb         60      465          74 recall_at_5 1.000000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train                distance_50_100kb         60      465          74         mrr 0.915833               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train                distance_50_100kb         60      465          74       auroc 0.948953               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train                distance_50_100kb         60      465          74       auprc 0.764988               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train               distance_100_500kb         95     1033         121 recall_at_1 0.557895               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train               distance_100_500kb         95     1033         121 recall_at_3 0.768421               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train               distance_100_500kb         95     1033         121 recall_at_5 0.863158               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train               distance_100_500kb         95     1033         121         mrr 0.681720               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train               distance_100_500kb         95     1033         121       auroc 0.793388               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train               distance_100_500kb         95     1033         121       auprc 0.457649               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train               distance_500kb_1mb         51      808          65 recall_at_1 0.196078               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train               distance_500kb_1mb         51      808          65 recall_at_3 0.352941               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train               distance_500kb_1mb         51      808          65 recall_at_5 0.490196               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train               distance_500kb_1mb         51      808          65         mrr 0.342186               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train               distance_500kb_1mb         51      808          65       auroc 0.516989               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random train               distance_500kb_1mb         51      808          65       auprc 0.151918               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val                      all_labeled        827     6171         110 recall_at_1 0.093108               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val                      all_labeled        827     6171         110 recall_at_3 0.110036               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val                      all_labeled        827     6171         110 recall_at_5 0.118501               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val                      all_labeled        827     6171         110         mrr 0.104036               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val                      all_labeled        827     6171         110       auroc 0.874959               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val                      all_labeled        827     6171         110       auprc 0.338943               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val          positive_target_nearest         61      469          65 recall_at_1 0.983607               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val          positive_target_nearest         61      469          65 recall_at_3 1.000000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val          positive_target_nearest         61      469          65 recall_at_5 1.000000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val          positive_target_nearest         61      469          65         mrr 0.991803               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val          positive_target_nearest         61      469          65       auroc 0.983054               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val          positive_target_nearest         61      469          65       auprc 0.947700               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val      positive_target_non_nearest         49      501          53 recall_at_1 0.428571               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val      positive_target_non_nearest         49      501          53 recall_at_3 0.693878               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val      positive_target_non_nearest         49      501          53 recall_at_5 0.836735               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val      positive_target_non_nearest         49      501          53         mrr 0.602815               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val      positive_target_non_nearest         49      501          53       auroc 0.753917               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val      positive_target_non_nearest         49      501          53       auprc 0.380026               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val     positive_target_nearest_only         57      433          57 recall_at_1 0.982456               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val     positive_target_nearest_only         57      433          57 recall_at_3 1.000000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val     positive_target_nearest_only         57      433          57 recall_at_5 1.000000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val     positive_target_nearest_only         57      433          57         mrr 0.991228               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val     positive_target_nearest_only         57      433          57       auroc 0.989642               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val     positive_target_nearest_only         57      433          57       auprc 0.961838               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val positive_target_non_nearest_only         45      465          45 recall_at_1 0.377778               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val positive_target_non_nearest_only         45      465          45 recall_at_3 0.666667               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val positive_target_non_nearest_only         45      465          45 recall_at_5 0.822222               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val positive_target_non_nearest_only         45      465          45         mrr 0.567509               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val positive_target_non_nearest_only         45      465          45       auroc 0.725397               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val positive_target_non_nearest_only         45      465          45       auprc 0.317139               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val                  distance_0_10kb         27      311          28 recall_at_1 1.000000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val                  distance_0_10kb         27      311          28 recall_at_3 1.000000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val                  distance_0_10kb         27      311          28 recall_at_5 1.000000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val                  distance_0_10kb         27      311          28         mrr 1.000000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val                  distance_0_10kb         27      311          28       auroc 0.997855               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val                  distance_0_10kb         27      311          28       auprc 0.982767               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val                 distance_10_50kb         26      169          27 recall_at_1 0.730769               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val                 distance_10_50kb         26      169          27 recall_at_3 1.000000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val                 distance_10_50kb         26      169          27 recall_at_5 1.000000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val                 distance_10_50kb         26      169          27         mrr 0.852564               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val                 distance_10_50kb         26      169          27       auroc 0.958007               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val                 distance_10_50kb         26      169          27       auprc 0.810663               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val                distance_50_100kb         27      187          28 recall_at_1 0.851852               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val                distance_50_100kb         27      187          28 recall_at_3 0.925926               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val                distance_50_100kb         27      187          28 recall_at_5 0.962963               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val                distance_50_100kb         27      187          28         mrr 0.901587               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val                distance_50_100kb         27      187          28       auroc 0.888365               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val                distance_50_100kb         27      187          28       auprc 0.702990               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val               distance_100_500kb         16      141          18 recall_at_1 0.500000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val               distance_100_500kb         16      141          18 recall_at_3 0.625000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val               distance_100_500kb         16      141          18 recall_at_5 0.750000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val               distance_100_500kb         16      141          18         mrr 0.616176               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val               distance_100_500kb         16      141          18       auroc 0.752936               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val               distance_100_500kb         16      141          18       auprc 0.525154               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val               distance_500kb_1mb         12      146          13 recall_at_1 0.166667               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val               distance_500kb_1mb         12      146          13 recall_at_3 0.416667               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val               distance_500kb_1mb         12      146          13 recall_at_5 0.750000               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val               distance_500kb_1mb         12      146          13         mrr 0.389131               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val               distance_500kb_1mb         12      146          13       auroc 0.585888               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+                  random   val               distance_500kb_1mb         12      146          13       auprc 0.146932               l2       0.001  False                            strict        28048             458 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test                      all_labeled        102      362           7 recall_at_1 0.039216               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test                      all_labeled        102      362           7 recall_at_3 0.068627               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test                      all_labeled        102      362           7 recall_at_5 0.068627               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test                      all_labeled        102      362           7         mrr 0.053922               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test                      all_labeled        102      362           7       auroc 0.921932               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test                      all_labeled        102      362           7       auprc 0.179965               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test          positive_target_nearest          4       19           4 recall_at_1 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test          positive_target_nearest          4       19           4 recall_at_3 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test          positive_target_nearest          4       19           4 recall_at_5 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test          positive_target_nearest          4       19           4         mrr 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test          positive_target_nearest          4       19           4       auroc 0.983333               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test          positive_target_nearest          4       19           4       auprc 0.950000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test      positive_target_non_nearest          3       11           3 recall_at_1 0.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test      positive_target_non_nearest          3       11           3 recall_at_3 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test      positive_target_non_nearest          3       11           3 recall_at_5 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test      positive_target_non_nearest          3       11           3         mrr 0.500000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test      positive_target_non_nearest          3       11           3       auroc 0.583333               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test      positive_target_non_nearest          3       11           3       auprc 0.411111               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test     positive_target_nearest_only          4       19           4 recall_at_1 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test     positive_target_nearest_only          4       19           4 recall_at_3 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test     positive_target_nearest_only          4       19           4 recall_at_5 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test     positive_target_nearest_only          4       19           4         mrr 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test     positive_target_nearest_only          4       19           4       auroc 0.983333               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test     positive_target_nearest_only          4       19           4       auprc 0.950000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test positive_target_non_nearest_only          3       11           3 recall_at_1 0.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test positive_target_non_nearest_only          3       11           3 recall_at_3 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test positive_target_non_nearest_only          3       11           3 recall_at_5 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test positive_target_non_nearest_only          3       11           3         mrr 0.500000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test positive_target_non_nearest_only          3       11           3       auroc 0.583333               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test positive_target_non_nearest_only          3       11           3       auprc 0.411111               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test                  distance_0_10kb          1        4           1 recall_at_1 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test                  distance_0_10kb          1        4           1 recall_at_3 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test                  distance_0_10kb          1        4           1 recall_at_5 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test                  distance_0_10kb          1        4           1         mrr 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test                  distance_0_10kb          1        4           1       auroc 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test                  distance_0_10kb          1        4           1       auprc 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test                 distance_10_50kb          2        5           2 recall_at_1 0.500000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test                 distance_10_50kb          2        5           2 recall_at_3 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test                 distance_10_50kb          2        5           2 recall_at_5 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test                 distance_10_50kb          2        5           2         mrr 0.750000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test                 distance_10_50kb          2        5           2       auroc 0.666667               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test                 distance_10_50kb          2        5           2       auprc 0.750000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test                distance_50_100kb          2       13           2 recall_at_1 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test                distance_50_100kb          2       13           2 recall_at_3 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test                distance_50_100kb          2       13           2 recall_at_5 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test                distance_50_100kb          2       13           2         mrr 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test                distance_50_100kb          2       13           2       auroc 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test                distance_50_100kb          2       13           2       auprc 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test               distance_100_500kb          2        8           2 recall_at_1 0.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test               distance_100_500kb          2        8           2 recall_at_3 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test               distance_100_500kb          2        8           2 recall_at_5 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test               distance_100_500kb          2        8           2         mrr 0.500000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test               distance_100_500kb          2        8           2       auroc 0.750000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome  test               distance_100_500kb          2        8           2       auprc 0.500000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train                      all_labeled       5191    36929         618 recall_at_1 0.081872               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train                      all_labeled       5191    36929         618 recall_at_3 0.092468               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train                      all_labeled       5191    36929         618 recall_at_5 0.098054               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train                      all_labeled       5191    36929         618         mrr 0.088969               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train                      all_labeled       5191    36929         618       auroc 0.899728               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train                      all_labeled       5191    36929         618       auprc 0.299434               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train          positive_target_nearest        339     2572         382 recall_at_1 0.991150               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train          positive_target_nearest        339     2572         382 recall_at_3 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train          positive_target_nearest        339     2572         382 recall_at_5 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train          positive_target_nearest        339     2572         382         mrr 0.995575               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train          positive_target_nearest        339     2572         382       auroc 0.979426               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train          positive_target_nearest        339     2572         382       auprc 0.911554               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train      positive_target_non_nearest        256     3200         314 recall_at_1 0.484375               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train      positive_target_non_nearest        256     3200         314 recall_at_3 0.687500               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train      positive_target_non_nearest        256     3200         314 recall_at_5 0.800781               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train      positive_target_non_nearest        256     3200         314         mrr 0.622407               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train      positive_target_non_nearest        256     3200         314       auroc 0.773073               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train      positive_target_non_nearest        256     3200         314       auprc 0.413706               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train     positive_target_nearest_only        304     2161         304 recall_at_1 0.990132               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train     positive_target_nearest_only        304     2161         304 recall_at_3 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train     positive_target_nearest_only        304     2161         304 recall_at_5 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train     positive_target_nearest_only        304     2161         304         mrr 0.995066               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train     positive_target_nearest_only        304     2161         304       auroc 0.992378               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train     positive_target_nearest_only        304     2161         304       auprc 0.948757               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train positive_target_non_nearest_only        221     2789         236 recall_at_1 0.402715               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train positive_target_non_nearest_only        221     2789         236 recall_at_3 0.638009               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train positive_target_non_nearest_only        221     2789         236 recall_at_5 0.769231               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train positive_target_non_nearest_only        221     2789         236         mrr 0.562607               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train positive_target_non_nearest_only        221     2789         236       auroc 0.733426               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train positive_target_non_nearest_only        221     2789         236       auprc 0.298210               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train                  distance_0_10kb        138     1461         147 recall_at_1 0.985507               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train                  distance_0_10kb        138     1461         147 recall_at_3 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train                  distance_0_10kb        138     1461         147 recall_at_5 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train                  distance_0_10kb        138     1461         147         mrr 0.992754               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train                  distance_0_10kb        138     1461         147       auroc 0.987642               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train                  distance_0_10kb        138     1461         147       auprc 0.928284               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train                 distance_10_50kb        176     1451         204 recall_at_1 0.920455               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train                 distance_10_50kb        176     1451         204 recall_at_3 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train                 distance_10_50kb        176     1451         204 recall_at_5 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train                 distance_10_50kb        176     1451         204         mrr 0.957386               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train                 distance_10_50kb        176     1451         204       auroc 0.964271               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train                 distance_10_50kb        176     1451         204       auprc 0.841641               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train                distance_50_100kb        101      717         121 recall_at_1 0.851485               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train                distance_50_100kb        101      717         121 recall_at_3 0.940594               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train                distance_50_100kb        101      717         121 recall_at_5 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train                distance_50_100kb        101      717         121         mrr 0.905446               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train                distance_50_100kb        101      717         121       auroc 0.934647               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train                distance_50_100kb        101      717         121       auprc 0.766342               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train               distance_100_500kb        120     1340         154 recall_at_1 0.525000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train               distance_100_500kb        120     1340         154 recall_at_3 0.700000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train               distance_100_500kb        120     1340         154 recall_at_5 0.816667               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train               distance_100_500kb        120     1340         154         mrr 0.646460               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train               distance_100_500kb        120     1340         154       auroc 0.792471               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train               distance_100_500kb        120     1340         154       auprc 0.453111               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train               distance_500kb_1mb         59      880          75 recall_at_1 0.152542               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train               distance_500kb_1mb         59      880          75 recall_at_3 0.338983               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train               distance_500kb_1mb         59      880          75 recall_at_5 0.491525               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train               distance_500kb_1mb         59      880          75         mrr 0.330131               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train               distance_500kb_1mb         59      880          75       auroc 0.513242               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome train               distance_500kb_1mb         59      880          75       auprc 0.151288               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val                      all_labeled        252     3031          39 recall_at_1 0.083333               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val                      all_labeled        252     3031          39 recall_at_3 0.103175               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val                      all_labeled        252     3031          39 recall_at_5 0.115079               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val                      all_labeled        252     3031          39         mrr 0.095964               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val                      all_labeled        252     3031          39       auroc 0.838347               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val                      all_labeled        252     3031          39       auprc 0.308139               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val          positive_target_nearest         18      235          21 recall_at_1 0.944444               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val          positive_target_nearest         18      235          21 recall_at_3 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val          positive_target_nearest         18      235          21 recall_at_5 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val          positive_target_nearest         18      235          21         mrr 0.972222               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val          positive_target_nearest         18      235          21       auroc 0.937250               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val          positive_target_nearest         18      235          21       auprc 0.769113               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val      positive_target_non_nearest         18      329          24 recall_at_1 0.388889               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val      positive_target_non_nearest         18      329          24 recall_at_3 0.611111               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val      positive_target_non_nearest         18      329          24 recall_at_5 0.777778               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val      positive_target_non_nearest         18      329          24         mrr 0.537937               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val      positive_target_non_nearest         18      329          24       auroc 0.719809               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val      positive_target_non_nearest         18      329          24       auprc 0.347939               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val     positive_target_nearest_only         15      189          15 recall_at_1 0.933333               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val     positive_target_nearest_only         15      189          15 recall_at_3 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val     positive_target_nearest_only         15      189          15 recall_at_5 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val     positive_target_nearest_only         15      189          15         mrr 0.966667               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val     positive_target_nearest_only         15      189          15       auroc 0.987739               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val     positive_target_nearest_only         15      189          15       auprc 0.848688               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val positive_target_non_nearest_only         15      283          18 recall_at_1 0.266667               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val positive_target_non_nearest_only         15      283          18 recall_at_3 0.533333               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val positive_target_non_nearest_only         15      283          18 recall_at_5 0.733333               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val positive_target_non_nearest_only         15      283          18         mrr 0.445525               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val positive_target_non_nearest_only         15      283          18       auroc 0.702516               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val positive_target_non_nearest_only         15      283          18       auprc 0.259836               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val                  distance_0_10kb          9      138          12 recall_at_1 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val                  distance_0_10kb          9      138          12 recall_at_3 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val                  distance_0_10kb          9      138          12 recall_at_5 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val                  distance_0_10kb          9      138          12         mrr 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val                  distance_0_10kb          9      138          12       auroc 0.908069               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val                  distance_0_10kb          9      138          12       auprc 0.752150               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val                 distance_10_50kb         14      189          17 recall_at_1 0.714286               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val                 distance_10_50kb         14      189          17 recall_at_3 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val                 distance_10_50kb         14      189          17 recall_at_5 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val                 distance_10_50kb         14      189          17         mrr 0.833333               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val                 distance_10_50kb         14      189          17       auroc 0.953146               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val                 distance_10_50kb         14      189          17       auprc 0.616661               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val                distance_50_100kb          3       42           3 recall_at_1 0.666667               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val                distance_50_100kb          3       42           3 recall_at_3 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val                distance_50_100kb          3       42           3 recall_at_5 1.000000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val                distance_50_100kb          3       42           3         mrr 0.833333               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val                distance_50_100kb          3       42           3       auroc 0.982906               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val                distance_50_100kb          3       42           3       auprc 0.866667               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val               distance_100_500kb          4       52           6 recall_at_1 0.500000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val               distance_100_500kb          4       52           6 recall_at_3 0.500000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val               distance_100_500kb          4       52           6 recall_at_5 0.750000               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val               distance_100_500kb          4       52           6         mrr 0.604167               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val               distance_100_500kb          4       52           6       auroc 0.619565               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val               distance_100_500kb          4       52           6       auprc 0.203375               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val               distance_500kb_1mb          7      160           9 recall_at_1 0.142857               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val               distance_500kb_1mb          7      160           9 recall_at_3 0.142857               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val               distance_500kb_1mb          7      160           9 recall_at_5 0.571429               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val               distance_500kb_1mb          7      160           9         mrr 0.264220               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val               distance_500kb_1mb          7      160           9       auroc 0.533481               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+              chromosome   val               distance_500kb_1mb          7      160           9       auprc 0.175160               l2       0.001  False                            strict        36929             618 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test                      all_labeled       1148     9006         131 recall_at_1 0.082753               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test                      all_labeled       1148     9006         131 recall_at_3 0.099303               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test                      all_labeled       1148     9006         131 recall_at_5 0.104530               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test                      all_labeled       1148     9006         131         mrr 0.091489               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test                      all_labeled       1148     9006         131       auroc 0.898050               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test                      all_labeled       1148     9006         131       auprc 0.315261               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test          positive_target_nearest         75      504          79 recall_at_1 0.986667               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test          positive_target_nearest         75      504          79 recall_at_3 1.000000               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test          positive_target_nearest         75      504          79 recall_at_5 1.000000               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test          positive_target_nearest         75      504          79         mrr 0.993333               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test          positive_target_nearest         75      504          79       auroc 0.980819               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test          positive_target_nearest         75      504          79       auprc 0.946996               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test      positive_target_non_nearest         56      685          60 recall_at_1 0.446429               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test      positive_target_non_nearest         56      685          60 recall_at_3 0.767857               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test      positive_target_non_nearest         56      685          60 recall_at_5 0.875000               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test      positive_target_non_nearest         56      685          60         mrr 0.616596               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test      positive_target_non_nearest         56      685          60       auroc 0.771200               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test      positive_target_non_nearest         56      685          60       auprc 0.371525               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test     positive_target_nearest_only         71      466          71 recall_at_1 0.985915               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test     positive_target_nearest_only         71      466          71 recall_at_3 1.000000               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test     positive_target_nearest_only         71      466          71 recall_at_5 1.000000               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test     positive_target_nearest_only         71      466          71         mrr 0.992958               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test     positive_target_nearest_only         71      466          71       auroc 0.991728               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test     positive_target_nearest_only         71      466          71       auprc 0.961959               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test positive_target_non_nearest_only         52      647          52 recall_at_1 0.403846               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test positive_target_non_nearest_only         52      647          52 recall_at_3 0.750000               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test positive_target_non_nearest_only         52      647          52 recall_at_5 0.865385               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test positive_target_non_nearest_only         52      647          52         mrr 0.587104               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test positive_target_non_nearest_only         52      647          52       auroc 0.753006               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test positive_target_non_nearest_only         52      647          52       auprc 0.329132               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test                  distance_0_10kb         40      388          42 recall_at_1 0.950000               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test                  distance_0_10kb         40      388          42 recall_at_3 1.000000               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test                  distance_0_10kb         40      388          42 recall_at_5 1.000000               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test                  distance_0_10kb         40      388          42         mrr 0.975000               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test                  distance_0_10kb         40      388          42       auroc 0.976741               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test                  distance_0_10kb         40      388          42       auprc 0.913856               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test                 distance_10_50kb         36      256          39 recall_at_1 0.861111               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test                 distance_10_50kb         36      256          39 recall_at_3 1.000000               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test                 distance_10_50kb         36      256          39 recall_at_5 1.000000               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test                 distance_10_50kb         36      256          39         mrr 0.925926               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test                 distance_10_50kb         36      256          39       auroc 0.967033               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test                 distance_10_50kb         36      256          39       auprc 0.849553               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test                distance_50_100kb         20      169          21 recall_at_1 0.750000               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test                distance_50_100kb         20      169          21 recall_at_3 0.950000               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test                distance_50_100kb         20      169          21 recall_at_5 1.000000               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test                distance_50_100kb         20      169          21         mrr 0.835000               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test                distance_50_100kb         20      169          21       auroc 0.910875               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test                distance_50_100kb         20      169          21       auprc 0.660964               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test               distance_100_500kb         26      263          28 recall_at_1 0.538462               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test               distance_100_500kb         26      263          28 recall_at_3 0.769231               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test               distance_100_500kb         26      263          28 recall_at_5 0.884615               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test               distance_100_500kb         26      263          28         mrr 0.664971               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test               distance_100_500kb         26      263          28       auroc 0.777356               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test               distance_100_500kb         26      263          28       auprc 0.441854               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test               distance_500kb_1mb          9      113           9 recall_at_1 0.111111               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test               distance_500kb_1mb          9      113           9 recall_at_3 0.333333               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test               distance_500kb_1mb          9      113           9 recall_at_5 0.555556               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test               distance_500kb_1mb          9      113           9         mrr 0.300758               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test               distance_500kb_1mb          9      113           9       auroc 0.516026               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1  test               distance_500kb_1mb          9      113           9       auprc 0.104063               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train                      all_labeled       4397    31316         533 recall_at_1 0.079827               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train                      all_labeled       4397    31316         533 recall_at_3 0.091426               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train                      all_labeled       4397    31316         533 recall_at_5 0.097339               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train                      all_labeled       4397    31316         533         mrr 0.087477               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train                      all_labeled       4397    31316         533       auroc 0.894363               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train                      all_labeled       4397    31316         533       auprc 0.290225               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train          positive_target_nearest        286     2322         328 recall_at_1 0.986014               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train          positive_target_nearest        286     2322         328 recall_at_3 1.000000               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train          positive_target_nearest        286     2322         328 recall_at_5 1.000000               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train          positive_target_nearest        286     2322         328         mrr 0.993007               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train          positive_target_nearest        286     2322         328       auroc 0.974983               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train          positive_target_nearest        286     2322         328       auprc 0.884743               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train      positive_target_non_nearest        221     2855         281 recall_at_1 0.466063               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train      positive_target_non_nearest        221     2855         281 recall_at_3 0.678733               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train      positive_target_non_nearest        221     2855         281 recall_at_5 0.796380               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train      positive_target_non_nearest        221     2855         281         mrr 0.609210               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train      positive_target_non_nearest        221     2855         281       auroc 0.759134               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train      positive_target_non_nearest        221     2855         281       auprc 0.400492               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train     positive_target_nearest_only        252     1903         252 recall_at_1 0.984127               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train     positive_target_nearest_only        252     1903         252 recall_at_3 1.000000               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train     positive_target_nearest_only        252     1903         252 recall_at_5 1.000000               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train     positive_target_nearest_only        252     1903         252         mrr 0.992063               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train     positive_target_nearest_only        252     1903         252       auroc 0.990775               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train     positive_target_nearest_only        252     1903         252       auprc 0.927125               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train positive_target_non_nearest_only        187     2436         205 recall_at_1 0.368984               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train positive_target_non_nearest_only        187     2436         205 recall_at_3 0.620321               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train positive_target_non_nearest_only        187     2436         205 recall_at_5 0.759358               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train positive_target_non_nearest_only        187     2436         205         mrr 0.538157               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train positive_target_non_nearest_only        187     2436         205       auroc 0.714257               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train positive_target_non_nearest_only        187     2436         205       auprc 0.271672               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train                  distance_0_10kb        108     1215         118 recall_at_1 0.990741               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train                  distance_0_10kb        108     1215         118 recall_at_3 1.000000               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train                  distance_0_10kb        108     1215         118 recall_at_5 1.000000               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train                  distance_0_10kb        108     1215         118         mrr 0.995370               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train                  distance_0_10kb        108     1215         118       auroc 0.982247               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train                  distance_0_10kb        108     1215         118       auprc 0.913938               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train                 distance_10_50kb        156     1389         184 recall_at_1 0.897436               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train                 distance_10_50kb        156     1389         184 recall_at_3 0.993590               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train                 distance_10_50kb        156     1389         184 recall_at_5 1.000000               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train                 distance_10_50kb        156     1389         184         mrr 0.943910               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train                 distance_10_50kb        156     1389         184       auroc 0.959363               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train                 distance_10_50kb        156     1389         184       auprc 0.804900               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train                distance_50_100kb         86      603         105 recall_at_1 0.872093               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train                distance_50_100kb         86      603         105 recall_at_3 0.953488               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train                distance_50_100kb         86      603         105 recall_at_5 1.000000               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train                distance_50_100kb         86      603         105         mrr 0.921899               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train                distance_50_100kb         86      603         105       auroc 0.935992               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train                distance_50_100kb         86      603         105       auprc 0.764423               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train               distance_100_500kb        100     1137         134 recall_at_1 0.510000               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train               distance_100_500kb        100     1137         134 recall_at_3 0.710000               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train               distance_100_500kb        100     1137         134 recall_at_5 0.830000               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train               distance_100_500kb        100     1137         134         mrr 0.639216               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train               distance_100_500kb        100     1137         134       auroc 0.776000               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train               distance_100_500kb        100     1137         134       auprc 0.430871               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train               distance_500kb_1mb         57      927          75 recall_at_1 0.140351               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train               distance_500kb_1mb         57      927          75 recall_at_3 0.333333               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train               distance_500kb_1mb         57      927          75 recall_at_5 0.508772               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train               distance_500kb_1mb         57      927          75         mrr 0.320418               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train               distance_500kb_1mb         57      927          75       auroc 0.521800               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_1 train               distance_500kb_1mb         57      927          75       auprc 0.156580               l2       0.001  False                            strict        31316             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test                      all_labeled       1209     8301         134 recall_at_1 0.076096               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test                      all_labeled       1209     8301         134 recall_at_3 0.082713               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test                      all_labeled       1209     8301         134 recall_at_5 0.085194               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test                      all_labeled       1209     8301         134         mrr 0.081261               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test                      all_labeled       1209     8301         134       auroc 0.881542               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test                      all_labeled       1209     8301         134       auprc 0.252857               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test          positive_target_nearest         81      600          88 recall_at_1 0.987654               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test          positive_target_nearest         81      600          88 recall_at_3 1.000000               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test          positive_target_nearest         81      600          88 recall_at_5 1.000000               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test          positive_target_nearest         81      600          88         mrr 0.993827               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test          positive_target_nearest         81      600          88       auroc 0.980669               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test          positive_target_nearest         81      600          88       auprc 0.922330               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test      positive_target_non_nearest         45      559          59 recall_at_1 0.400000               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test      positive_target_non_nearest         45      559          59 recall_at_3 0.555556               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test      positive_target_non_nearest         45      559          59 recall_at_5 0.622222               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test      positive_target_non_nearest         45      559          59         mrr 0.527646               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test      positive_target_non_nearest         45      559          59       auroc 0.699797               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test      positive_target_non_nearest         45      559          59       auprc 0.372330               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test     positive_target_nearest_only         75      545          75 recall_at_1 0.986667               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test     positive_target_nearest_only         75      545          75 recall_at_3 1.000000               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test     positive_target_nearest_only         75      545          75 recall_at_5 1.000000               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test     positive_target_nearest_only         75      545          75         mrr 0.993333               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test     positive_target_nearest_only         75      545          75       auroc 0.990043               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test     positive_target_nearest_only         75      545          75       auprc 0.939389               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test positive_target_non_nearest_only         39      504          46 recall_at_1 0.307692               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test positive_target_non_nearest_only         39      504          46 recall_at_3 0.487179               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test positive_target_non_nearest_only         39      504          46 recall_at_5 0.564103               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test positive_target_non_nearest_only         39      504          46         mrr 0.454977               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test positive_target_non_nearest_only         39      504          46       auroc 0.639596               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test positive_target_non_nearest_only         39      504          46       auprc 0.239260               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test                  distance_0_10kb         22      200          24 recall_at_1 1.000000               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test                  distance_0_10kb         22      200          24 recall_at_3 1.000000               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test                  distance_0_10kb         22      200          24 recall_at_5 1.000000               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test                  distance_0_10kb         22      200          24         mrr 1.000000               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test                  distance_0_10kb         22      200          24       auroc 0.987216               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test                  distance_0_10kb         22      200          24       auprc 0.931451               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test                 distance_10_50kb         45      403          48 recall_at_1 0.977778               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test                 distance_10_50kb         45      403          48 recall_at_3 1.000000               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test                 distance_10_50kb         45      403          48 recall_at_5 1.000000               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test                 distance_10_50kb         45      403          48         mrr 0.988889               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test                 distance_10_50kb         45      403          48       auroc 0.976056               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test                 distance_10_50kb         45      403          48       auprc 0.908585               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test                distance_50_100kb         23      135          25 recall_at_1 0.826087               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test                distance_50_100kb         23      135          25 recall_at_3 0.956522               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test                distance_50_100kb         23      135          25 recall_at_5 1.000000               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test                distance_50_100kb         23      135          25         mrr 0.894928               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test                distance_50_100kb         23      135          25       auroc 0.939273               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test                distance_50_100kb         23      135          25       auprc 0.773198               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test               distance_100_500kb         26      286          37 recall_at_1 0.461538               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test               distance_100_500kb         26      286          37 recall_at_3 0.576923               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test               distance_100_500kb         26      286          37 recall_at_5 0.653846               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test               distance_100_500kb         26      286          37         mrr 0.568697               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test               distance_100_500kb         26      286          37       auroc 0.712037               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test               distance_100_500kb         26      286          37       auprc 0.468980               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test               distance_500kb_1mb         10      142          13 recall_at_1 0.000000               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test               distance_500kb_1mb         10      142          13 recall_at_3 0.100000               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test               distance_500kb_1mb         10      142          13 recall_at_5 0.200000               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test               distance_500kb_1mb         10      142          13         mrr 0.157464               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test               distance_500kb_1mb         10      142          13       auroc 0.408468               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2  test               distance_500kb_1mb         10      142          13       auprc 0.078602               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train                      all_labeled       4336    32021         530 recall_at_1 0.082103               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train                      all_labeled       4336    32021         530 recall_at_3 0.095941               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train                      all_labeled       4336    32021         530 recall_at_5 0.101245               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train                      all_labeled       4336    32021         530         mrr 0.090412               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train                      all_labeled       4336    32021         530       auroc 0.895556               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train                      all_labeled       4336    32021         530       auprc 0.298461               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train          positive_target_nearest        280     2226         319 recall_at_1 0.982143               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train          positive_target_nearest        280     2226         319 recall_at_3 1.000000               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train          positive_target_nearest        280     2226         319 recall_at_5 1.000000               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train          positive_target_nearest        280     2226         319         mrr 0.991071               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train          positive_target_nearest        280     2226         319       auroc 0.975410               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train          positive_target_nearest        280     2226         319       auprc 0.893647               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train      positive_target_non_nearest        232     2981         282 recall_at_1 0.482759               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train      positive_target_non_nearest        232     2981         282 recall_at_3 0.724138               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train      positive_target_non_nearest        232     2981         282 recall_at_5 0.823276               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train      positive_target_non_nearest        232     2981         282         mrr 0.629422               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train      positive_target_non_nearest        232     2981         282       auroc 0.780569               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train      positive_target_non_nearest        232     2981         282       auprc 0.414565               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train     positive_target_nearest_only        248     1824         248 recall_at_1 0.983871               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train     positive_target_nearest_only        248     1824         248 recall_at_3 1.000000               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train     positive_target_nearest_only        248     1824         248 recall_at_5 1.000000               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train     positive_target_nearest_only        248     1824         248         mrr 0.991935               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train     positive_target_nearest_only        248     1824         248       auroc 0.991790               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train     positive_target_nearest_only        248     1824         248       auprc 0.935912               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train positive_target_non_nearest_only        200     2579         211 recall_at_1 0.405000               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train positive_target_non_nearest_only        200     2579         211 recall_at_3 0.680000               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train positive_target_non_nearest_only        200     2579         211 recall_at_5 0.795000               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train positive_target_non_nearest_only        200     2579         211         mrr 0.572629               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train positive_target_non_nearest_only        200     2579         211       auroc 0.745393               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train positive_target_non_nearest_only        200     2579         211       auprc 0.308904               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train                  distance_0_10kb        126     1403         136 recall_at_1 0.984127               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train                  distance_0_10kb        126     1403         136 recall_at_3 1.000000               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train                  distance_0_10kb        126     1403         136 recall_at_5 1.000000               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train                  distance_0_10kb        126     1403         136         mrr 0.992063               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train                  distance_0_10kb        126     1403         136       auroc 0.978992               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train                  distance_0_10kb        126     1403         136       auprc 0.913869               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train                 distance_10_50kb        147     1242         175 recall_at_1 0.857143               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train                 distance_10_50kb        147     1242         175 recall_at_3 0.993197               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train                 distance_10_50kb        147     1242         175 recall_at_5 1.000000               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train                 distance_10_50kb        147     1242         175         mrr 0.922336               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train                 distance_10_50kb        147     1242         175       auroc 0.955700               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train                 distance_10_50kb        147     1242         175       auprc 0.782166               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train                distance_50_100kb         83      637         101 recall_at_1 0.855422               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train                distance_50_100kb         83      637         101 recall_at_3 0.951807               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train                distance_50_100kb         83      637         101 recall_at_5 1.000000               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train                distance_50_100kb         83      637         101         mrr 0.909036               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train                distance_50_100kb         83      637         101       auroc 0.938193               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train                distance_50_100kb         83      637         101       auprc 0.749302               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train               distance_100_500kb        100     1114         125 recall_at_1 0.540000               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train               distance_100_500kb        100     1114         125 recall_at_3 0.750000               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train               distance_100_500kb        100     1114         125 recall_at_5 0.860000               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train               distance_100_500kb        100     1114         125         mrr 0.669750               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train               distance_100_500kb        100     1114         125       auroc 0.798681               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train               distance_100_500kb        100     1114         125       auprc 0.440118               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train               distance_500kb_1mb         56      898          71 recall_at_1 0.160714               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train               distance_500kb_1mb         56      898          71 recall_at_3 0.375000               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train               distance_500kb_1mb         56      898          71 recall_at_5 0.517857               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train               distance_500kb_1mb         56      898          71         mrr 0.334242               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train               distance_500kb_1mb         56      898          71       auroc 0.532231               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_2 train               distance_500kb_1mb         56      898          71       auprc 0.167644               l2       0.001  False                            strict        32021             530 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test                      all_labeled        961     6051         131 recall_at_1 0.095734               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test                      all_labeled        961     6051         131 recall_at_3 0.108221               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test                      all_labeled        961     6051         131 recall_at_5 0.112383               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test                      all_labeled        961     6051         131         mrr 0.102962               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test                      all_labeled        961     6051         131       auroc 0.901892               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test                      all_labeled        961     6051         131       auprc 0.322071               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test          positive_target_nearest         70      588          83 recall_at_1 0.985714               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test          positive_target_nearest         70      588          83 recall_at_3 1.000000               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test          positive_target_nearest         70      588          83 recall_at_5 1.000000               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test          positive_target_nearest         70      588          83         mrr 0.992857               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test          positive_target_nearest         70      588          83       auroc 0.966909               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test          positive_target_nearest         70      588          83       auprc 0.846862               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test      positive_target_non_nearest         56      596          71 recall_at_1 0.589286               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test      positive_target_non_nearest         56      596          71 recall_at_3 0.785714               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test      positive_target_non_nearest         56      596          71 recall_at_5 0.857143               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test      positive_target_non_nearest         56      596          71         mrr 0.704405               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test      positive_target_non_nearest         56      596          71       auroc 0.777787               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test      positive_target_non_nearest         56      596          71       auprc 0.459757               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test     positive_target_nearest_only         60      484          60 recall_at_1 0.983333               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test     positive_target_nearest_only         60      484          60 recall_at_3 1.000000               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test     positive_target_nearest_only         60      484          60 recall_at_5 1.000000               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test     positive_target_nearest_only         60      484          60         mrr 0.991667               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test     positive_target_nearest_only         60      484          60       auroc 0.992610               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test     positive_target_nearest_only         60      484          60       auprc 0.903255               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test positive_target_non_nearest_only         46      492          48 recall_at_1 0.500000               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test positive_target_non_nearest_only         46      492          48 recall_at_3 0.739130               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test positive_target_non_nearest_only         46      492          48 recall_at_5 0.826087               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test positive_target_non_nearest_only         46      492          48         mrr 0.640145               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test positive_target_non_nearest_only         46      492          48       auroc 0.754458               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test positive_target_non_nearest_only         46      492          48       auprc 0.332865               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test                  distance_0_10kb         28      355          29 recall_at_1 1.000000               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test                  distance_0_10kb         28      355          29 recall_at_3 1.000000               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test                  distance_0_10kb         28      355          29 recall_at_5 1.000000               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test                  distance_0_10kb         28      355          29         mrr 1.000000               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test                  distance_0_10kb         28      355          29       auroc 0.989317               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test                  distance_0_10kb         28      355          29       auprc 0.947324               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test                 distance_10_50kb         27      190          32 recall_at_1 0.888889               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test                 distance_10_50kb         27      190          32 recall_at_3 1.000000               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test                 distance_10_50kb         27      190          32 recall_at_5 1.000000               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test                 distance_10_50kb         27      190          32         mrr 0.938272               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test                 distance_10_50kb         27      190          32       auroc 0.962025               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test                 distance_10_50kb         27      190          32       auprc 0.782837               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test                distance_50_100kb         33      204          44 recall_at_1 0.939394               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test                distance_50_100kb         33      204          44 recall_at_3 1.000000               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test                distance_50_100kb         33      204          44 recall_at_5 1.000000               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test                distance_50_100kb         33      204          44         mrr 0.964646               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test                distance_50_100kb         33      204          44       auroc 0.923864               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test                distance_50_100kb         33      204          44       auprc 0.811232               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test               distance_100_500kb         21      185          30 recall_at_1 0.714286               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test               distance_100_500kb         21      185          30 recall_at_3 0.857143               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test               distance_100_500kb         21      185          30 recall_at_5 0.904762               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test               distance_100_500kb         21      185          30         mrr 0.798992               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test               distance_100_500kb         21      185          30       auroc 0.850753               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test               distance_100_500kb         21      185          30       auprc 0.568824               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test               distance_500kb_1mb         16      251          21 recall_at_1 0.187500               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test               distance_500kb_1mb         16      251          21 recall_at_3 0.437500               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test               distance_500kb_1mb         16      251          21 recall_at_5 0.625000               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test               distance_500kb_1mb         16      251          21         mrr 0.375074               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test               distance_500kb_1mb         16      251          21       auroc 0.473499               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3  test               distance_500kb_1mb         16      251          21       auprc 0.189745               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train                      all_labeled       4584    34271         533 recall_at_1 0.077661               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train                      all_labeled       4584    34271         533 recall_at_3 0.089223               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train                      all_labeled       4584    34271         533 recall_at_5 0.094895               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train                      all_labeled       4584    34271         533         mrr 0.085367               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train                      all_labeled       4584    34271         533       auroc 0.893668               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train                      all_labeled       4584    34271         533       auprc 0.281418               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train          positive_target_nearest        291     2238         324 recall_at_1 0.989691               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train          positive_target_nearest        291     2238         324 recall_at_3 1.000000               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train          positive_target_nearest        291     2238         324 recall_at_5 1.000000               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train          positive_target_nearest        291     2238         324         mrr 0.994845               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train          positive_target_nearest        291     2238         324       auroc 0.978955               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train          positive_target_nearest        291     2238         324       auprc 0.916922               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train      positive_target_non_nearest        221     2944         270 recall_at_1 0.434389               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train      positive_target_non_nearest        221     2944         270 recall_at_3 0.660633               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train      positive_target_non_nearest        221     2944         270 recall_at_5 0.778281               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train      positive_target_non_nearest        221     2944         270         mrr 0.587435               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train      positive_target_non_nearest        221     2944         270       auroc 0.763050               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train      positive_target_non_nearest        221     2944         270       auprc 0.377071               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train     positive_target_nearest_only        263     1885         263 recall_at_1 0.988593               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train     positive_target_nearest_only        263     1885         263 recall_at_3 1.000000               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train     positive_target_nearest_only        263     1885         263 recall_at_5 1.000000               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train     positive_target_nearest_only        263     1885         263         mrr 0.994297               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train     positive_target_nearest_only        263     1885         263       auroc 0.992785               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train     positive_target_nearest_only        263     1885         263       auprc 0.952558               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train positive_target_non_nearest_only        193     2591         209 recall_at_1 0.352332               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train positive_target_non_nearest_only        193     2591         209 recall_at_3 0.611399               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train positive_target_non_nearest_only        193     2591         209 recall_at_5 0.746114               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train positive_target_non_nearest_only        193     2591         209         mrr 0.527581               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train positive_target_non_nearest_only        193     2591         209       auroc 0.723529               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train positive_target_non_nearest_only        193     2591         209       auprc 0.270212               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train                  distance_0_10kb        120     1248         131 recall_at_1 0.991667               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train                  distance_0_10kb        120     1248         131 recall_at_3 1.000000               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train                  distance_0_10kb        120     1248         131 recall_at_5 1.000000               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train                  distance_0_10kb        120     1248         131         mrr 0.995833               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train                  distance_0_10kb        120     1248         131       auroc 0.980257               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train                  distance_0_10kb        120     1248         131       auprc 0.917876               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train                 distance_10_50kb        165     1455         191 recall_at_1 0.884848               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train                 distance_10_50kb        165     1455         191 recall_at_3 1.000000               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train                 distance_10_50kb        165     1455         191 recall_at_5 1.000000               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train                 distance_10_50kb        165     1455         191         mrr 0.939394               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train                 distance_10_50kb        165     1455         191       auroc 0.963297               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train                 distance_10_50kb        165     1455         191       auprc 0.821461               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train                distance_50_100kb         73      568          82 recall_at_1 0.794521               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train                distance_50_100kb         73      568          82 recall_at_3 0.931507               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train                distance_50_100kb         73      568          82 recall_at_5 1.000000               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train                distance_50_100kb         73      568          82         mrr 0.871918               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train                distance_50_100kb         73      568          82       auroc 0.940254               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train                distance_50_100kb         73      568          82       auprc 0.700506               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train               distance_100_500kb        105     1215         132 recall_at_1 0.476190               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train               distance_100_500kb        105     1215         132 recall_at_3 0.657143               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train               distance_100_500kb        105     1215         132 recall_at_5 0.809524               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train               distance_100_500kb        105     1215         132         mrr 0.608738               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train               distance_100_500kb        105     1215         132       auroc 0.773874               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train               distance_100_500kb        105     1215         132       auprc 0.403077               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train               distance_500kb_1mb         50      789          63 recall_at_1 0.160000               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train               distance_500kb_1mb         50      789          63 recall_at_3 0.300000               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train               distance_500kb_1mb         50      789          63 recall_at_5 0.400000               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train               distance_500kb_1mb         50      789          63         mrr 0.314278               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train               distance_500kb_1mb         50      789          63       auroc 0.503105               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_3 train               distance_500kb_1mb         50      789          63       auprc 0.134357               l2       0.001  False                            strict        34271             533 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test                      all_labeled       1130     9403         135 recall_at_1 0.072566               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test                      all_labeled       1130     9403         135 recall_at_3 0.084956               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test                      all_labeled       1130     9403         135 recall_at_5 0.089381               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test                      all_labeled       1130     9403         135         mrr 0.080950               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test                      all_labeled       1130     9403         135       auroc 0.820250               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test                      all_labeled       1130     9403         135       auprc 0.228493               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test          positive_target_nearest         66      582          75 recall_at_1 0.969697               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test          positive_target_nearest         66      582          75 recall_at_3 1.000000               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test          positive_target_nearest         66      582          75 recall_at_5 1.000000               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test          positive_target_nearest         66      582          75         mrr 0.984848               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test          positive_target_nearest         66      582          75       auroc 0.966575               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test          positive_target_nearest         66      582          75       auprc 0.870910               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test      positive_target_non_nearest         63      998          76 recall_at_1 0.380952               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test      positive_target_non_nearest         63      998          76 recall_at_3 0.587302               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test      positive_target_non_nearest         63      998          76 recall_at_5 0.666667               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test      positive_target_non_nearest         63      998          76         mrr 0.523382               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test      positive_target_non_nearest         63      998          76       auroc 0.657067               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test      positive_target_non_nearest         63      998          76       auprc 0.285492               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test     positive_target_nearest_only         59      459          59 recall_at_1 0.983051               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test     positive_target_nearest_only         59      459          59 recall_at_3 1.000000               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test     positive_target_nearest_only         59      459          59 recall_at_5 1.000000               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test     positive_target_nearest_only         59      459          59         mrr 0.991525               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test     positive_target_nearest_only         59      459          59       auroc 0.990000               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test     positive_target_nearest_only         59      459          59       auprc 0.936083               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test positive_target_non_nearest_only         56      875          60 recall_at_1 0.321429               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test positive_target_non_nearest_only         56      875          60 recall_at_3 0.535714               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test positive_target_non_nearest_only         56      875          60 recall_at_5 0.625000               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test positive_target_non_nearest_only         56      875          60         mrr 0.472733               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test positive_target_non_nearest_only         56      875          60       auroc 0.606994               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test positive_target_non_nearest_only         56      875          60       auprc 0.214153               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test                  distance_0_10kb         33      401          35 recall_at_1 0.969697               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test                  distance_0_10kb         33      401          35 recall_at_3 1.000000               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test                  distance_0_10kb         33      401          35 recall_at_5 1.000000               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test                  distance_0_10kb         33      401          35         mrr 0.984848               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test                  distance_0_10kb         33      401          35       auroc 0.990320               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test                  distance_0_10kb         33      401          35       auprc 0.917038               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test                 distance_10_50kb         36      350          45 recall_at_1 0.888889               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test                 distance_10_50kb         36      350          45 recall_at_3 1.000000               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test                 distance_10_50kb         36      350          45 recall_at_5 1.000000               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test                 distance_10_50kb         36      350          45         mrr 0.939815               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test                 distance_10_50kb         36      350          45       auroc 0.924153               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test                 distance_10_50kb         36      350          45       auprc 0.755520               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test                distance_50_100kb         10      101          10 recall_at_1 0.600000               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test                distance_50_100kb         10      101          10 recall_at_3 0.800000               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test                distance_50_100kb         10      101          10 recall_at_5 0.900000               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test                distance_50_100kb         10      101          10         mrr 0.739286               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test                distance_50_100kb         10      101          10       auroc 0.784615               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test                distance_50_100kb         10      101          10       auprc 0.392045               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test               distance_100_500kb         30      444          38 recall_at_1 0.466667               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test               distance_100_500kb         30      444          38 recall_at_3 0.666667               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test               distance_100_500kb         30      444          38 recall_at_5 0.733333               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test               distance_100_500kb         30      444          38         mrr 0.590231               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test               distance_100_500kb         30      444          38       auroc 0.734574               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test               distance_100_500kb         30      444          38       auprc 0.374135               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test               distance_500kb_1mb         21      338          28 recall_at_1 0.190476               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test               distance_500kb_1mb         21      338          28 recall_at_3 0.333333               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test               distance_500kb_1mb         21      338          28 recall_at_5 0.428571               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test               distance_500kb_1mb         21      338          28         mrr 0.335234               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test               distance_500kb_1mb         21      338          28       auroc 0.448272               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4  test               distance_500kb_1mb         21      338          28       auprc 0.160411               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train                      all_labeled       4415    30919         529 recall_at_1 0.081767               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train                      all_labeled       4415    30919         529 recall_at_3 0.095810               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train                      all_labeled       4415    30919         529 recall_at_5 0.100566               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train                      all_labeled       4415    30919         529         mrr 0.090037               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train                      all_labeled       4415    30919         529       auroc 0.912387               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train                      all_labeled       4415    30919         529       auprc 0.319661               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train          positive_target_nearest        295     2244         332 recall_at_1 0.976271               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train          positive_target_nearest        295     2244         332 recall_at_3 1.000000               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train          positive_target_nearest        295     2244         332 recall_at_5 1.000000               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train          positive_target_nearest        295     2244         332         mrr 0.988136               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train          positive_target_nearest        295     2244         332       auroc 0.976691               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train          positive_target_nearest        295     2244         332       auprc 0.901029               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train      positive_target_non_nearest        214     2542         265 recall_at_1 0.485981               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train      positive_target_non_nearest        214     2542         265 recall_at_3 0.742991               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train      positive_target_non_nearest        214     2542         265 recall_at_5 0.841121               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train      positive_target_non_nearest        214     2542         265         mrr 0.640240               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train      positive_target_non_nearest        214     2542         265       auroc 0.795883               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train      positive_target_non_nearest        214     2542         265       auprc 0.449557               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train     positive_target_nearest_only        264     1910         264 recall_at_1 0.973485               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train     positive_target_nearest_only        264     1910         264 recall_at_3 1.000000               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train     positive_target_nearest_only        264     1910         264 recall_at_5 1.000000               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train     positive_target_nearest_only        264     1910         264         mrr 0.986742               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train     positive_target_nearest_only        264     1910         264       auroc 0.991451               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train     positive_target_nearest_only        264     1910         264       auprc 0.934550               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train positive_target_non_nearest_only        183     2208         197 recall_at_1 0.398907               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train positive_target_non_nearest_only        183     2208         197 recall_at_3 0.699454               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train positive_target_non_nearest_only        183     2208         197 recall_at_5 0.814208               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train positive_target_non_nearest_only        183     2208         197         mrr 0.579297               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train positive_target_non_nearest_only        183     2208         197       auroc 0.763206               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train positive_target_non_nearest_only        183     2208         197       auprc 0.332267               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train                  distance_0_10kb        115     1202         125 recall_at_1 1.000000               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train                  distance_0_10kb        115     1202         125 recall_at_3 1.000000               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train                  distance_0_10kb        115     1202         125 recall_at_5 1.000000               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train                  distance_0_10kb        115     1202         125         mrr 1.000000               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train                  distance_0_10kb        115     1202         125       auroc 0.978117               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train                  distance_0_10kb        115     1202         125       auprc 0.920737               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train                 distance_10_50kb        156     1295         178 recall_at_1 0.846154               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train                 distance_10_50kb        156     1295         178 recall_at_3 1.000000               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train                 distance_10_50kb        156     1295         178 recall_at_5 1.000000               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train                 distance_10_50kb        156     1295         178         mrr 0.917735               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train                 distance_10_50kb        156     1295         178       auroc 0.967902               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train                 distance_10_50kb        156     1295         178       auprc 0.818240               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train                distance_50_100kb         96      671         116 recall_at_1 0.875000               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train                distance_50_100kb         96      671         116 recall_at_3 0.979167               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train                distance_50_100kb         96      671         116 recall_at_5 1.000000               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train                distance_50_100kb         96      671         116         mrr 0.927083               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train                distance_50_100kb         96      671         116       auroc 0.955436               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train                distance_50_100kb         96      671         116       auprc 0.828665               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train               distance_100_500kb         96      956         124 recall_at_1 0.531250               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train               distance_100_500kb         96      956         124 recall_at_3 0.739583               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train               distance_100_500kb         96      956         124 recall_at_5 0.843750               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train               distance_100_500kb         96      956         124         mrr 0.664373               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train               distance_100_500kb         96      956         124       auroc 0.787958               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train               distance_100_500kb         96      956         124       auprc 0.460616               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train               distance_500kb_1mb         45      702          56 recall_at_1 0.111111               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train               distance_500kb_1mb         45      702          56 recall_at_3 0.333333               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train               distance_500kb_1mb         45      702          56 recall_at_5 0.555556               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train               distance_500kb_1mb         45      702          56         mrr 0.310699               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train               distance_500kb_1mb         45      702          56       auroc 0.534498               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_4 train               distance_500kb_1mb         45      702          56       auprc 0.154731               l2       0.001  False                            strict        30919             529 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test                      all_labeled       1097     7561         133 recall_at_1 0.078396               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test                      all_labeled       1097     7561         133 recall_at_3 0.092981               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test                      all_labeled       1097     7561         133 recall_at_5 0.097539               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test                      all_labeled       1097     7561         133         mrr 0.087160               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test                      all_labeled       1097     7561         133       auroc 0.890499               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test                      all_labeled       1097     7561         133       auprc 0.282488               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test          positive_target_nearest         69      552          82 recall_at_1 0.985507               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test          positive_target_nearest         69      552          82 recall_at_3 1.000000               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test          positive_target_nearest         69      552          82 recall_at_5 1.000000               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test          positive_target_nearest         69      552          82         mrr 0.992754               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test          positive_target_nearest         69      552          82       auroc 0.963415               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test          positive_target_nearest         69      552          82       auprc 0.855548               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test      positive_target_non_nearest         57      702          75 recall_at_1 0.508772               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test      positive_target_non_nearest         57      702          75 recall_at_3 0.771930               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test      positive_target_non_nearest         57      702          75 recall_at_5 0.859649               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test      positive_target_non_nearest         57      702          75         mrr 0.668684               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test      positive_target_non_nearest         57      702          75       auroc 0.791196               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test      positive_target_non_nearest         57      702          75       auprc 0.461419               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test     positive_target_nearest_only         58      415          58 recall_at_1 0.982759               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test     positive_target_nearest_only         58      415          58 recall_at_3 1.000000               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test     positive_target_nearest_only         58      415          58 recall_at_5 1.000000               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test     positive_target_nearest_only         58      415          58         mrr 0.991379               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test     positive_target_nearest_only         58      415          58       auroc 0.984063               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test     positive_target_nearest_only         58      415          58       auprc 0.909027               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test positive_target_non_nearest_only         46      565          51 recall_at_1 0.391304               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test positive_target_non_nearest_only         46      565          51 recall_at_3 0.717391               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test positive_target_non_nearest_only         46      565          51 recall_at_5 0.826087               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test positive_target_non_nearest_only         46      565          51         mrr 0.589457               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test positive_target_non_nearest_only         46      565          51       auroc 0.740826               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test positive_target_non_nearest_only         46      565          51       auprc 0.312619               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test                  distance_0_10kb         25      259          30 recall_at_1 1.000000               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test                  distance_0_10kb         25      259          30 recall_at_3 1.000000               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test                  distance_0_10kb         25      259          30 recall_at_5 1.000000               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test                  distance_0_10kb         25      259          30         mrr 1.000000               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test                  distance_0_10kb         25      259          30       auroc 0.943668               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test                  distance_0_10kb         25      259          30       auprc 0.819013               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test                 distance_10_50kb         48      446          59 recall_at_1 0.833333               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test                 distance_10_50kb         48      446          59 recall_at_3 1.000000               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test                 distance_10_50kb         48      446          59 recall_at_5 1.000000               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test                 distance_10_50kb         48      446          59         mrr 0.909722               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test                 distance_10_50kb         48      446          59       auroc 0.953532               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test                 distance_10_50kb         48      446          59       auprc 0.769882               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test                distance_50_100kb         20      163          26 recall_at_1 0.950000               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test                distance_50_100kb         20      163          26 recall_at_3 1.000000               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test                distance_50_100kb         20      163          26 recall_at_5 1.000000               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test                distance_50_100kb         20      163          26         mrr 0.975000               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test                distance_50_100kb         20      163          26       auroc 0.974453               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test                distance_50_100kb         20      163          26       auprc 0.902739               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test               distance_100_500kb         23      222          29 recall_at_1 0.391304               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test               distance_100_500kb         23      222          29 recall_at_3 0.695652               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test               distance_100_500kb         23      222          29 recall_at_5 0.826087               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test               distance_100_500kb         23      222          29         mrr 0.594617               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test               distance_100_500kb         23      222          29       auroc 0.701983               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test               distance_100_500kb         23      222          29       auprc 0.309734               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test               distance_500kb_1mb         10      196          13 recall_at_1 0.200000               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test               distance_500kb_1mb         10      196          13 recall_at_3 0.400000               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test               distance_500kb_1mb         10      196          13 recall_at_5 0.600000               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test               distance_500kb_1mb         10      196          13         mrr 0.377216               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test               distance_500kb_1mb         10      196          13       auroc 0.544767               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5  test               distance_500kb_1mb         10      196          13       auprc 0.224975               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train                      all_labeled       4448    32761         531 recall_at_1 0.080486               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train                      all_labeled       4448    32761         531 recall_at_3 0.092176               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train                      all_labeled       4448    32761         531 recall_at_5 0.098246               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train                      all_labeled       4448    32761         531         mrr 0.088455               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train                      all_labeled       4448    32761         531       auroc 0.896879               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train                      all_labeled       4448    32761         531       auprc 0.301632               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train          positive_target_nearest        292     2274         325 recall_at_1 0.982877               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train          positive_target_nearest        292     2274         325 recall_at_3 1.000000               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train          positive_target_nearest        292     2274         325 recall_at_5 1.000000               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train          positive_target_nearest        292     2274         325         mrr 0.991438               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train          positive_target_nearest        292     2274         325       auroc 0.978855               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train          positive_target_nearest        292     2274         325       auprc 0.915767               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train      positive_target_non_nearest        220     2838         266 recall_at_1 0.445455               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train      positive_target_non_nearest        220     2838         266 recall_at_3 0.659091               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train      positive_target_non_nearest        220     2838         266 recall_at_5 0.781818               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train      positive_target_non_nearest        220     2838         266         mrr 0.595217               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train      positive_target_non_nearest        220     2838         266       auroc 0.764665               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train      positive_target_non_nearest        220     2838         266       auprc 0.390254               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train     positive_target_nearest_only        265     1954         265 recall_at_1 0.981132               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train     positive_target_nearest_only        265     1954         265 recall_at_3 1.000000               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train     positive_target_nearest_only        265     1954         265 recall_at_5 1.000000               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train     positive_target_nearest_only        265     1954         265         mrr 0.990566               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train     positive_target_nearest_only        265     1954         265       auroc 0.993172               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train     positive_target_nearest_only        265     1954         265       auprc 0.952649               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train positive_target_non_nearest_only        193     2518         206 recall_at_1 0.367876               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train positive_target_non_nearest_only        193     2518         206 recall_at_3 0.611399               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train positive_target_non_nearest_only        193     2518         206 recall_at_5 0.751295               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train positive_target_non_nearest_only        193     2518         206         mrr 0.538589               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train positive_target_non_nearest_only        193     2518         206       auroc 0.732164               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train positive_target_non_nearest_only        193     2518         206       auprc 0.286120               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train                  distance_0_10kb        123     1344         130 recall_at_1 0.975610               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train                  distance_0_10kb        123     1344         130 recall_at_3 1.000000               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train                  distance_0_10kb        123     1344         130 recall_at_5 1.000000               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train                  distance_0_10kb        123     1344         130         mrr 0.987805               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train                  distance_0_10kb        123     1344         130       auroc 0.990046               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train                  distance_0_10kb        123     1344         130       auprc 0.943481               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train                 distance_10_50kb        144     1199         164 recall_at_1 0.909722               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train                 distance_10_50kb        144     1199         164 recall_at_3 1.000000               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train                 distance_10_50kb        144     1199         164 recall_at_5 1.000000               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train                 distance_10_50kb        144     1199         164         mrr 0.951389               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train                 distance_10_50kb        144     1199         164       auroc 0.963450               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train                 distance_10_50kb        144     1199         164       auprc 0.838404               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train                distance_50_100kb         86      609         100 recall_at_1 0.813953               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train                distance_50_100kb         86      609         100 recall_at_3 0.930233               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train                distance_50_100kb         86      609         100 recall_at_5 0.988372               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train                distance_50_100kb         86      609         100         mrr 0.882171               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train                distance_50_100kb         86      609         100       auroc 0.920177               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train                distance_50_100kb         86      609         100       auprc 0.737890               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train               distance_100_500kb        103     1178         133 recall_at_1 0.533981               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train               distance_100_500kb        103     1178         133 recall_at_3 0.689320               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train               distance_100_500kb        103     1178         133 recall_at_5 0.815534               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train               distance_100_500kb        103     1178         133         mrr 0.653792               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train               distance_100_500kb        103     1178         133       auroc 0.802936               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train               distance_100_500kb        103     1178         133       auprc 0.481577               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train               distance_500kb_1mb         56      844          71 recall_at_1 0.125000               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train               distance_500kb_1mb         56      844          71 recall_at_3 0.321429               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train               distance_500kb_1mb         56      844          71 recall_at_5 0.482143               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train               distance_500kb_1mb         56      844          71         mrr 0.310842               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train               distance_500kb_1mb         56      844          71       auroc 0.507552               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+       chromosome_fold_5 train               distance_500kb_1mb         56      844          71       auprc 0.150049               l2       0.001  False                            strict        32761             531 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test                      all_labeled        122     1433         155 recall_at_1 0.688525               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test                      all_labeled        122     1433         155 recall_at_3 0.827869               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test                      all_labeled        122     1433         155 recall_at_5 0.901639               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test                      all_labeled        122     1433         155         mrr 0.781080               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test                      all_labeled        122     1433         155       auroc 0.854773               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test                      all_labeled        122     1433         155       auprc 0.582663               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test          positive_target_nearest         63      660          85 recall_at_1 0.936508               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test          positive_target_nearest         63      660          85 recall_at_3 1.000000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test          positive_target_nearest         63      660          85 recall_at_5 1.000000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test          positive_target_nearest         63      660          85         mrr 0.968254               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test          positive_target_nearest         63      660          85       auroc 0.948031               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test          positive_target_nearest         63      660          85       auprc 0.823099               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test      positive_target_non_nearest         75      975         108 recall_at_1 0.533333               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test      positive_target_non_nearest         75      975         108 recall_at_3 0.720000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test      positive_target_non_nearest         75      975         108 recall_at_5 0.840000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test      positive_target_non_nearest         75      975         108         mrr 0.663889               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test      positive_target_non_nearest         75      975         108       auroc 0.786364               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test      positive_target_non_nearest         75      975         108       auprc 0.432478               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test     positive_target_nearest_only         47      458          47 recall_at_1 0.936170               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test     positive_target_nearest_only         47      458          47 recall_at_3 1.000000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test     positive_target_nearest_only         47      458          47 recall_at_5 1.000000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test     positive_target_nearest_only         47      458          47         mrr 0.968085               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test     positive_target_nearest_only         47      458          47       auroc 0.992028               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test     positive_target_nearest_only         47      458          47       auprc 0.888795               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test positive_target_non_nearest_only         59      773          70 recall_at_1 0.423729               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test positive_target_non_nearest_only         59      773          70 recall_at_3 0.644068               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test positive_target_non_nearest_only         59      773          70 recall_at_5 0.796610               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test positive_target_non_nearest_only         59      773          70         mrr 0.581215               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test positive_target_non_nearest_only         59      773          70       auroc 0.738326               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test positive_target_non_nearest_only         59      773          70       auprc 0.279927               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test                  distance_0_10kb         29      446          33 recall_at_1 0.931034               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test                  distance_0_10kb         29      446          33 recall_at_3 1.000000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test                  distance_0_10kb         29      446          33 recall_at_5 1.000000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test                  distance_0_10kb         29      446          33         mrr 0.965517               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test                  distance_0_10kb         29      446          33       auroc 0.965368               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test                  distance_0_10kb         29      446          33       auprc 0.843643               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test                 distance_10_50kb         37      389          54 recall_at_1 0.810811               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test                 distance_10_50kb         37      389          54 recall_at_3 1.000000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test                 distance_10_50kb         37      389          54 recall_at_5 1.000000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test                 distance_10_50kb         37      389          54         mrr 0.905405               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test                 distance_10_50kb         37      389          54       auroc 0.909066               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test                 distance_10_50kb         37      389          54       auprc 0.679419               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test                distance_50_100kb         24      178          36 recall_at_1 0.958333               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test                distance_50_100kb         24      178          36 recall_at_3 1.000000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test                distance_50_100kb         24      178          36 recall_at_5 1.000000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test                distance_50_100kb         24      178          36         mrr 0.979167               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test                distance_50_100kb         24      178          36       auroc 0.938576               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test                distance_50_100kb         24      178          36       auprc 0.876164               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test               distance_100_500kb         34      494          54 recall_at_1 0.470588               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test               distance_100_500kb         34      494          54 recall_at_3 0.558824               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test               distance_100_500kb         34      494          54 recall_at_5 0.735294               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test               distance_100_500kb         34      494          54         mrr 0.576192               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test               distance_100_500kb         34      494          54       auroc 0.764520               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test               distance_100_500kb         34      494          54       auprc 0.410666               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test               distance_500kb_1mb         16      196          27 recall_at_1 0.250000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test               distance_500kb_1mb         16      196          27 recall_at_3 0.625000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test               distance_500kb_1mb         16      196          27 recall_at_5 0.812500               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test               distance_500kb_1mb         16      196          27         mrr 0.481324               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test               distance_500kb_1mb         16      196          27       auroc 0.573526               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout  test               distance_500kb_1mb         16      196          27       auprc 0.267559               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train                      all_labeled       5351    38108         427 recall_at_1 0.056438               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train                      all_labeled       5351    38108         427 recall_at_3 0.065221               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train                      all_labeled       5351    38108         427 recall_at_5 0.069146               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train                      all_labeled       5351    38108         427         mrr 0.062061               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train                      all_labeled       5351    38108         427       auroc 0.898518               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train                      all_labeled       5351    38108         427       auprc 0.231766               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train          positive_target_nearest        255     1798         271 recall_at_1 0.988235               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train          positive_target_nearest        255     1798         271 recall_at_3 1.000000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train          positive_target_nearest        255     1798         271 recall_at_5 1.000000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train          positive_target_nearest        255     1798         271         mrr 0.994118               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train          positive_target_nearest        255     1798         271       auroc 0.988130               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train          positive_target_nearest        255     1798         271       auprc 0.947464               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train      positive_target_non_nearest        165     2071         186 recall_at_1 0.387879               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train      positive_target_non_nearest        165     2071         186 recall_at_3 0.654545               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train      positive_target_non_nearest        165     2071         186 recall_at_5 0.781818               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train      positive_target_non_nearest        165     2071         186         mrr 0.561151               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train      positive_target_non_nearest        165     2071         186       auroc 0.758025               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train      positive_target_non_nearest        165     2071         186       auprc 0.354978               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train     positive_target_nearest_only        241     1624         241 recall_at_1 0.987552               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train     positive_target_nearest_only        241     1624         241 recall_at_3 1.000000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train     positive_target_nearest_only        241     1624         241 recall_at_5 1.000000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train     positive_target_nearest_only        241     1624         241         mrr 0.993776               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train     positive_target_nearest_only        241     1624         241       auroc 0.994684               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train     positive_target_nearest_only        241     1624         241       auprc 0.964484               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train positive_target_non_nearest_only        151     1897         156 recall_at_1 0.331126               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train positive_target_non_nearest_only        151     1897         156 recall_at_3 0.622517               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train positive_target_non_nearest_only        151     1897         156 recall_at_5 0.761589               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train positive_target_non_nearest_only        151     1897         156         mrr 0.520463               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train positive_target_non_nearest_only        151     1897         156       auroc 0.732721               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train positive_target_non_nearest_only        151     1897         156       auprc 0.272418               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train                  distance_0_10kb         96      908         101 recall_at_1 1.000000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train                  distance_0_10kb         96      908         101 recall_at_3 1.000000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train                  distance_0_10kb         96      908         101 recall_at_5 1.000000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train                  distance_0_10kb         96      908         101         mrr 1.000000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train                  distance_0_10kb         96      908         101       auroc 0.991939               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train                  distance_0_10kb         96      908         101       auprc 0.969236               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train                 distance_10_50kb        137     1102         146 recall_at_1 0.883212               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train                 distance_10_50kb        137     1102         146 recall_at_3 0.992701               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train                 distance_10_50kb        137     1102         146 recall_at_5 1.000000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train                 distance_10_50kb        137     1102         146         mrr 0.936131               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train                 distance_10_50kb        137     1102         146       auroc 0.978535               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train                 distance_10_50kb        137     1102         146       auprc 0.879555               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train                distance_50_100kb         64      414          69 recall_at_1 0.812500               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train                distance_50_100kb         64      414          69 recall_at_3 0.953125               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train                distance_50_100kb         64      414          69 recall_at_5 1.000000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train                distance_50_100kb         64      414          69         mrr 0.889323               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train                distance_50_100kb         64      414          69       auroc 0.945264               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train                distance_50_100kb         64      414          69       auprc 0.768830               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train               distance_100_500kb         79      727          92 recall_at_1 0.544304               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train               distance_100_500kb         79      727          92 recall_at_3 0.708861               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train               distance_100_500kb         79      727          92 recall_at_5 0.860759               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train               distance_100_500kb         79      727          92         mrr 0.667015               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train               distance_100_500kb         79      727          92       auroc 0.806453               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train               distance_100_500kb         79      727          92       auprc 0.519072               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train               distance_500kb_1mb         44      738          49 recall_at_1 0.022727               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train               distance_500kb_1mb         44      738          49 recall_at_3 0.272727               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train               distance_500kb_1mb         44      738          49 recall_at_5 0.409091               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train               distance_500kb_1mb         44      738          49         mrr 0.228187               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train               distance_500kb_1mb         44      738          49       auroc 0.440064               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout train               distance_500kb_1mb         44      738          49       auprc 0.063596               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val                      all_labeled         72      781          82 recall_at_1 0.750000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val                      all_labeled         72      781          82 recall_at_3 0.888889               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val                      all_labeled         72      781          82 recall_at_5 0.916667               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val                      all_labeled         72      781          82         mrr 0.833185               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val                      all_labeled         72      781          82       auroc 0.888604               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val                      all_labeled         72      781          82       auprc 0.709132               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val          positive_target_nearest         43      368          51 recall_at_1 1.000000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val          positive_target_nearest         43      368          51 recall_at_3 1.000000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val          positive_target_nearest         43      368          51 recall_at_5 1.000000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val          positive_target_nearest         43      368          51         mrr 1.000000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val          positive_target_nearest         43      368          51       auroc 0.952001               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val          positive_target_nearest         43      368          51       auprc 0.867015               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val      positive_target_non_nearest         37      494          47 recall_at_1 0.513514               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val      positive_target_non_nearest         37      494          47 recall_at_3 0.783784               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val      positive_target_non_nearest         37      494          47 recall_at_5 0.837838               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val      positive_target_non_nearest         37      494          47         mrr 0.675387               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val      positive_target_non_nearest         37      494          47       auroc 0.813366               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val      positive_target_non_nearest         37      494          47       auprc 0.537450               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val     positive_target_nearest_only         35      287          35 recall_at_1 1.000000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val     positive_target_nearest_only         35      287          35 recall_at_3 1.000000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val     positive_target_nearest_only         35      287          35 recall_at_5 1.000000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val     positive_target_nearest_only         35      287          35         mrr 1.000000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val     positive_target_nearest_only         35      287          35       auroc 0.993764               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val     positive_target_nearest_only         35      287          35       auprc 0.951869               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val positive_target_non_nearest_only         29      413          31 recall_at_1 0.379310               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val positive_target_non_nearest_only         29      413          31 recall_at_3 0.724138               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val positive_target_non_nearest_only         29      413          31 recall_at_5 0.793103               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val positive_target_non_nearest_only         29      413          31         mrr 0.585839               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val positive_target_non_nearest_only         29      413          31       auroc 0.789985               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val positive_target_non_nearest_only         29      413          31       auprc 0.422214               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val                  distance_0_10kb         23      249          26 recall_at_1 1.000000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val                  distance_0_10kb         23      249          26 recall_at_3 1.000000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val                  distance_0_10kb         23      249          26 recall_at_5 1.000000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val                  distance_0_10kb         23      249          26         mrr 1.000000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val                  distance_0_10kb         23      249          26       auroc 0.942739               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val                  distance_0_10kb         23      249          26       auprc 0.854207               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val                 distance_10_50kb         18      154          23 recall_at_1 0.777778               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val                 distance_10_50kb         18      154          23 recall_at_3 1.000000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val                 distance_10_50kb         18      154          23 recall_at_5 1.000000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val                 distance_10_50kb         18      154          23         mrr 0.888889               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val                 distance_10_50kb         18      154          23       auroc 0.974776               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val                 distance_10_50kb         18      154          23       auprc 0.842822               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val                distance_50_100kb         18      180          21 recall_at_1 0.777778               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val                distance_50_100kb         18      180          21 recall_at_3 0.944444               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val                distance_50_100kb         18      180          21 recall_at_5 0.944444               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val                distance_50_100kb         18      180          21         mrr 0.870370               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val                distance_50_100kb         18      180          21       auroc 0.944894               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val                distance_50_100kb         18      180          21       auprc 0.734287               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val               distance_100_500kb         13      179          16 recall_at_1 0.461538               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val               distance_100_500kb         13      179          16 recall_at_3 0.769231               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val               distance_100_500kb         13      179          16 recall_at_5 0.846154               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val               distance_100_500kb         13      179          16         mrr 0.633489               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val               distance_100_500kb         13      179          16       auroc 0.720475               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val               distance_100_500kb         13      179          16       auprc 0.361989               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val               distance_500kb_1mb          6      106           8 recall_at_1 0.333333               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val               distance_500kb_1mb          6      106           8 recall_at_3 0.333333               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val               distance_500kb_1mb          6      106           8 recall_at_5 0.500000               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val               distance_500kb_1mb          6      106           8         mrr 0.431217               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val               distance_500kb_1mb          6      106           8       auroc 0.627551               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+            gene_holdout   val               distance_500kb_1mb          6      106           8       auprc 0.332214               l2       0.001  False                            strict        38108             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test                      all_labeled       1205     9430         155 recall_at_1 0.070539               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test                      all_labeled       1205     9430         155 recall_at_3 0.083817               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test                      all_labeled       1205     9430         155 recall_at_5 0.090456               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test                      all_labeled       1205     9430         155         mrr 0.079550               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test                      all_labeled       1205     9430         155       auroc 0.866871               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test                      all_labeled       1205     9430         155       auprc 0.200743               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test          positive_target_nearest         63      660          85 recall_at_1 0.952381               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test          positive_target_nearest         63      660          85 recall_at_3 1.000000               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test          positive_target_nearest         63      660          85 recall_at_5 1.000000               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test          positive_target_nearest         63      660          85         mrr 0.976190               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test          positive_target_nearest         63      660          85       auroc 0.949872               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test          positive_target_nearest         63      660          85       auprc 0.825429               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test      positive_target_non_nearest         75      975         108 recall_at_1 0.546667               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test      positive_target_non_nearest         75      975         108 recall_at_3 0.720000               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test      positive_target_non_nearest         75      975         108 recall_at_5 0.826667               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test      positive_target_non_nearest         75      975         108         mrr 0.671429               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test      positive_target_non_nearest         75      975         108       auroc 0.787379               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test      positive_target_non_nearest         75      975         108       auprc 0.432431               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test     positive_target_nearest_only         47      458          47 recall_at_1 0.936170               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test     positive_target_nearest_only         47      458          47 recall_at_3 1.000000               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test     positive_target_nearest_only         47      458          47 recall_at_5 1.000000               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test     positive_target_nearest_only         47      458          47         mrr 0.968085               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test     positive_target_nearest_only         47      458          47       auroc 0.993270               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test     positive_target_nearest_only         47      458          47       auprc 0.889381               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test positive_target_non_nearest_only         59      773          70 recall_at_1 0.423729               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test positive_target_non_nearest_only         59      773          70 recall_at_3 0.644068               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test positive_target_non_nearest_only         59      773          70 recall_at_5 0.779661               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test positive_target_non_nearest_only         59      773          70         mrr 0.582325               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test positive_target_non_nearest_only         59      773          70       auroc 0.740297               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test positive_target_non_nearest_only         59      773          70       auprc 0.278164               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test                  distance_0_10kb         29      446          33 recall_at_1 0.931034               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test                  distance_0_10kb         29      446          33 recall_at_3 1.000000               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test                  distance_0_10kb         29      446          33 recall_at_5 1.000000               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test                  distance_0_10kb         29      446          33         mrr 0.965517               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test                  distance_0_10kb         29      446          33       auroc 0.968816               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test                  distance_0_10kb         29      446          33       auprc 0.856780               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test                 distance_10_50kb         37      389          54 recall_at_1 0.837838               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test                 distance_10_50kb         37      389          54 recall_at_3 1.000000               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test                 distance_10_50kb         37      389          54 recall_at_5 1.000000               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test                 distance_10_50kb         37      389          54         mrr 0.918919               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test                 distance_10_50kb         37      389          54       auroc 0.908015               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test                 distance_10_50kb         37      389          54       auprc 0.680131               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test                distance_50_100kb         24      178          36 recall_at_1 0.958333               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test                distance_50_100kb         24      178          36 recall_at_3 1.000000               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test                distance_50_100kb         24      178          36 recall_at_5 1.000000               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test                distance_50_100kb         24      178          36         mrr 0.979167               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test                distance_50_100kb         24      178          36       auroc 0.937989               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test                distance_50_100kb         24      178          36       auprc 0.876205               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test               distance_100_500kb         34      494          54 recall_at_1 0.470588               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test               distance_100_500kb         34      494          54 recall_at_3 0.558824               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test               distance_100_500kb         34      494          54 recall_at_5 0.705882               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test               distance_100_500kb         34      494          54         mrr 0.578117               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test               distance_100_500kb         34      494          54       auroc 0.766667               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test               distance_100_500kb         34      494          54       auprc 0.407622               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test               distance_500kb_1mb         16      196          27 recall_at_1 0.312500               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test               distance_500kb_1mb         16      196          27 recall_at_3 0.625000               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test               distance_500kb_1mb         16      196          27 recall_at_5 0.812500               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test               distance_500kb_1mb         16      196          27         mrr 0.512574               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test               distance_500kb_1mb         16      196          27       auroc 0.570239               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced  test               distance_500kb_1mb         16      196          27       auprc 0.268680               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train                      all_labeled       3641    25911         427 recall_at_1 0.082944               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train                      all_labeled       3641    25911         427 recall_at_3 0.096127               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train                      all_labeled       3641    25911         427 recall_at_5 0.101071               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train                      all_labeled       3641    25911         427         mrr 0.091237               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train                      all_labeled       3641    25911         427       auroc 0.895817               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train                      all_labeled       3641    25911         427       auprc 0.287870               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train          positive_target_nearest        255     1798         271 recall_at_1 0.988235               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train          positive_target_nearest        255     1798         271 recall_at_3 1.000000               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train          positive_target_nearest        255     1798         271 recall_at_5 1.000000               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train          positive_target_nearest        255     1798         271         mrr 0.994118               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train          positive_target_nearest        255     1798         271       auroc 0.988855               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train          positive_target_nearest        255     1798         271       auprc 0.954971               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train      positive_target_non_nearest        165     2071         186 recall_at_1 0.387879               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train      positive_target_non_nearest        165     2071         186 recall_at_3 0.660606               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train      positive_target_non_nearest        165     2071         186 recall_at_5 0.769697               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train      positive_target_non_nearest        165     2071         186         mrr 0.561790               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train      positive_target_non_nearest        165     2071         186       auroc 0.758749               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train      positive_target_non_nearest        165     2071         186       auprc 0.353889               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train     positive_target_nearest_only        241     1624         241 recall_at_1 0.987552               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train     positive_target_nearest_only        241     1624         241 recall_at_3 1.000000               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train     positive_target_nearest_only        241     1624         241 recall_at_5 1.000000               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train     positive_target_nearest_only        241     1624         241         mrr 0.993776               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train     positive_target_nearest_only        241     1624         241       auroc 0.995458               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train     positive_target_nearest_only        241     1624         241       auprc 0.972063               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train positive_target_non_nearest_only        151     1897         156 recall_at_1 0.331126               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train positive_target_non_nearest_only        151     1897         156 recall_at_3 0.629139               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train positive_target_non_nearest_only        151     1897         156 recall_at_5 0.748344               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train positive_target_non_nearest_only        151     1897         156         mrr 0.521161               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train positive_target_non_nearest_only        151     1897         156       auroc 0.733041               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train positive_target_non_nearest_only        151     1897         156       auprc 0.269442               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train                  distance_0_10kb         96      908         101 recall_at_1 1.000000               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train                  distance_0_10kb         96      908         101 recall_at_3 1.000000               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train                  distance_0_10kb         96      908         101 recall_at_5 1.000000               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train                  distance_0_10kb         96      908         101         mrr 1.000000               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train                  distance_0_10kb         96      908         101       auroc 0.991939               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train                  distance_0_10kb         96      908         101       auprc 0.972382               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train                 distance_10_50kb        137     1102         146 recall_at_1 0.875912               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train                 distance_10_50kb        137     1102         146 recall_at_3 0.992701               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train                 distance_10_50kb        137     1102         146 recall_at_5 1.000000               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train                 distance_10_50kb        137     1102         146         mrr 0.932482               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train                 distance_10_50kb        137     1102         146       auroc 0.978965               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train                 distance_10_50kb        137     1102         146       auprc 0.892797               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train                distance_50_100kb         64      414          69 recall_at_1 0.828125               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train                distance_50_100kb         64      414          69 recall_at_3 0.968750               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train                distance_50_100kb         64      414          69 recall_at_5 0.984375               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train                distance_50_100kb         64      414          69         mrr 0.899740               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train                distance_50_100kb         64      414          69       auroc 0.946062               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train                distance_50_100kb         64      414          69       auprc 0.771888               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train               distance_100_500kb         79      727          92 recall_at_1 0.544304               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train               distance_100_500kb         79      727          92 recall_at_3 0.708861               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train               distance_100_500kb         79      727          92 recall_at_5 0.848101               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train               distance_100_500kb         79      727          92         mrr 0.667200               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train               distance_100_500kb         79      727          92       auroc 0.806282               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train               distance_100_500kb         79      727          92       auprc 0.519013               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train               distance_500kb_1mb         44      738          49 recall_at_1 0.022727               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train               distance_500kb_1mb         44      738          49 recall_at_3 0.272727               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train               distance_500kb_1mb         44      738          49 recall_at_5 0.409091               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train               distance_500kb_1mb         44      738          49         mrr 0.226211               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train               distance_500kb_1mb         44      738          49       auroc 0.437576               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced train               distance_500kb_1mb         44      738          49       auprc 0.066759               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val                      all_labeled        699     4981          82 recall_at_1 0.077253               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val                      all_labeled        699     4981          82 recall_at_3 0.091559               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val                      all_labeled        699     4981          82 recall_at_5 0.094421               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val                      all_labeled        699     4981          82         mrr 0.086029               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val                      all_labeled        699     4981          82       auroc 0.901150               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val                      all_labeled        699     4981          82       auprc 0.359688               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val          positive_target_nearest         43      368          51 recall_at_1 1.000000               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val          positive_target_nearest         43      368          51 recall_at_3 1.000000               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val          positive_target_nearest         43      368          51 recall_at_5 1.000000               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val          positive_target_nearest         43      368          51         mrr 1.000000               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val          positive_target_nearest         43      368          51       auroc 0.953362               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val          positive_target_nearest         43      368          51       auprc 0.879620               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val      positive_target_non_nearest         37      494          47 recall_at_1 0.513514               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val      positive_target_non_nearest         37      494          47 recall_at_3 0.783784               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val      positive_target_non_nearest         37      494          47 recall_at_5 0.837838               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val      positive_target_non_nearest         37      494          47         mrr 0.679313               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val      positive_target_non_nearest         37      494          47       auroc 0.813461               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val      positive_target_non_nearest         37      494          47       auprc 0.539573               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val     positive_target_nearest_only         35      287          35 recall_at_1 1.000000               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val     positive_target_nearest_only         35      287          35 recall_at_3 1.000000               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val     positive_target_nearest_only         35      287          35 recall_at_5 1.000000               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val     positive_target_nearest_only         35      287          35         mrr 1.000000               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val     positive_target_nearest_only         35      287          35       auroc 0.995011               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val     positive_target_nearest_only         35      287          35       auprc 0.961624               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val positive_target_non_nearest_only         29      413          31 recall_at_1 0.379310               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val positive_target_non_nearest_only         29      413          31 recall_at_3 0.724138               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val positive_target_non_nearest_only         29      413          31 recall_at_5 0.793103               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val positive_target_non_nearest_only         29      413          31         mrr 0.590848               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val positive_target_non_nearest_only         29      413          31       auroc 0.789225               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val positive_target_non_nearest_only         29      413          31       auprc 0.416221               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val                  distance_0_10kb         23      249          26 recall_at_1 1.000000               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val                  distance_0_10kb         23      249          26 recall_at_3 1.000000               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val                  distance_0_10kb         23      249          26 recall_at_5 1.000000               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val                  distance_0_10kb         23      249          26         mrr 1.000000               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val                  distance_0_10kb         23      249          26       auroc 0.945843               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val                  distance_0_10kb         23      249          26       auprc 0.864930               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val                 distance_10_50kb         18      154          23 recall_at_1 0.777778               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val                 distance_10_50kb         18      154          23 recall_at_3 1.000000               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val                 distance_10_50kb         18      154          23 recall_at_5 1.000000               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val                 distance_10_50kb         18      154          23         mrr 0.888889               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val                 distance_10_50kb         18      154          23       auroc 0.973448               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val                 distance_10_50kb         18      154          23       auprc 0.837420               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val                distance_50_100kb         18      180          21 recall_at_1 0.777778               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val                distance_50_100kb         18      180          21 recall_at_3 0.944444               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val                distance_50_100kb         18      180          21 recall_at_5 0.944444               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val                distance_50_100kb         18      180          21         mrr 0.870370               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val                distance_50_100kb         18      180          21       auroc 0.941899               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val                distance_50_100kb         18      180          21       auprc 0.680866               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val               distance_100_500kb         13      179          16 recall_at_1 0.461538               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val               distance_100_500kb         13      179          16 recall_at_3 0.769231               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val               distance_100_500kb         13      179          16 recall_at_5 0.846154               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val               distance_100_500kb         13      179          16         mrr 0.647009               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val               distance_100_500kb         13      179          16       auroc 0.727761               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val               distance_100_500kb         13      179          16       auprc 0.350726               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val               distance_500kb_1mb          6      106           8 recall_at_1 0.333333               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val               distance_500kb_1mb          6      106           8 recall_at_3 0.333333               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val               distance_500kb_1mb          6      106           8 recall_at_5 0.500000               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val               distance_500kb_1mb          6      106           8         mrr 0.426136               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val               distance_500kb_1mb          6      106           8       auroc 0.604592               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+ gene_holdout_rebalanced   val               distance_500kb_1mb          6      106           8       auprc 0.324398               l2       0.001  False                            strict        25911             427 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test                      all_labeled        819     5961          85 recall_at_1 0.073260               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test                      all_labeled        819     5961          85 recall_at_3 0.081807               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test                      all_labeled        819     5961          85 recall_at_5 0.083028               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test                      all_labeled        819     5961          85         mrr 0.078552               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test                      all_labeled        819     5961          85       auroc 0.871471               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test                      all_labeled        819     5961          85       auprc 0.286375               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test          positive_target_nearest         50      417          58 recall_at_1 1.000000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test          positive_target_nearest         50      417          58 recall_at_3 1.000000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test          positive_target_nearest         50      417          58 recall_at_5 1.000000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test          positive_target_nearest         50      417          58         mrr 1.000000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test          positive_target_nearest         50      417          58       auroc 0.946115               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test          positive_target_nearest         50      417          58       auprc 0.843328               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test      positive_target_non_nearest         32      550          41 recall_at_1 0.500000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test      positive_target_non_nearest         32      550          41 recall_at_3 0.718750               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test      positive_target_non_nearest         32      550          41 recall_at_5 0.750000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test      positive_target_non_nearest         32      550          41         mrr 0.635443               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test      positive_target_non_nearest         32      550          41       auroc 0.737841               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test      positive_target_non_nearest         32      550          41       auprc 0.397864               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test     positive_target_nearest_only         44      290          44 recall_at_1 1.000000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test     positive_target_nearest_only         44      290          44 recall_at_3 1.000000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test     positive_target_nearest_only         44      290          44 recall_at_5 1.000000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test     positive_target_nearest_only         44      290          44         mrr 1.000000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test     positive_target_nearest_only         44      290          44       auroc 0.982077               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test     positive_target_nearest_only         44      290          44       auprc 0.920397               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test positive_target_non_nearest_only         26      423          27 recall_at_1 0.384615               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test positive_target_non_nearest_only         26      423          27 recall_at_3 0.653846               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test positive_target_non_nearest_only         26      423          27 recall_at_5 0.692308               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test positive_target_non_nearest_only         26      423          27         mrr 0.551314               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test positive_target_non_nearest_only         26      423          27       auroc 0.696596               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test positive_target_non_nearest_only         26      423          27       auprc 0.305814               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test                  distance_0_10kb         20      203          24 recall_at_1 1.000000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test                  distance_0_10kb         20      203          24 recall_at_3 1.000000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test                  distance_0_10kb         20      203          24 recall_at_5 1.000000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test                  distance_0_10kb         20      203          24         mrr 1.000000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test                  distance_0_10kb         20      203          24       auroc 0.942272               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test                  distance_0_10kb         20      203          24       auprc 0.862307               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test                 distance_10_50kb         30      342          35 recall_at_1 0.866667               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test                 distance_10_50kb         30      342          35 recall_at_3 1.000000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test                 distance_10_50kb         30      342          35 recall_at_5 1.000000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test                 distance_10_50kb         30      342          35         mrr 0.933333               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test                 distance_10_50kb         30      342          35       auroc 0.944253               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test                 distance_10_50kb         30      342          35       auprc 0.781584               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test                distance_50_100kb          9       44           9 recall_at_1 1.000000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test                distance_50_100kb          9       44           9 recall_at_3 1.000000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test                distance_50_100kb          9       44           9 recall_at_5 1.000000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test                distance_50_100kb          9       44           9         mrr 1.000000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test                distance_50_100kb          9       44           9       auroc 0.888889               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test                distance_50_100kb          9       44           9       auprc 0.716179               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test               distance_100_500kb         14      178          20 recall_at_1 0.642857               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test               distance_100_500kb         14      178          20 recall_at_3 0.785714               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test               distance_100_500kb         14      178          20 recall_at_5 0.785714               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test               distance_100_500kb         14      178          20         mrr 0.730995               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test               distance_100_500kb         14      178          20       auroc 0.746835               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test               distance_100_500kb         14      178          20       auprc 0.478041               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test               distance_500kb_1mb          9      238          13 recall_at_1 0.222222               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test               distance_500kb_1mb          9      238          13 recall_at_3 0.333333               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test               distance_500kb_1mb          9      238          13 recall_at_5 0.444444               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test               distance_500kb_1mb          9      238          13         mrr 0.344471               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test               distance_500kb_1mb          9      238          13       auroc 0.544274               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout  test               distance_500kb_1mb          9      238          13       auprc 0.208234               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train                      all_labeled       3913    28117         485 recall_at_1 0.082290               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train                      all_labeled       3913    28117         485 recall_at_3 0.096601               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train                      all_labeled       3913    28117         485 recall_at_5 0.101712               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train                      all_labeled       3913    28117         485         mrr 0.090914               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train                      all_labeled       3913    28117         485       auroc 0.896316               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train                      all_labeled       3913    28117         485       auprc 0.289036               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train          positive_target_nearest        254     1883         287 recall_at_1 0.992126               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train          positive_target_nearest        254     1883         287 recall_at_3 1.000000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train          positive_target_nearest        254     1883         287 recall_at_5 1.000000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train          positive_target_nearest        254     1883         287         mrr 0.996063               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train          positive_target_nearest        254     1883         287       auroc 0.978823               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train          positive_target_nearest        254     1883         287       auprc 0.917891               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train      positive_target_non_nearest        212     2611         259 recall_at_1 0.462264               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train      positive_target_non_nearest        212     2611         259 recall_at_3 0.716981               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train      positive_target_non_nearest        212     2611         259 recall_at_5 0.811321               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train      positive_target_non_nearest        212     2611         259         mrr 0.616727               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train      positive_target_non_nearest        212     2611         259       auroc 0.778695               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train      positive_target_non_nearest        212     2611         259       auprc 0.409296               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train     positive_target_nearest_only        226     1583         226 recall_at_1 0.991150               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train     positive_target_nearest_only        226     1583         226 recall_at_3 1.000000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train     positive_target_nearest_only        226     1583         226 recall_at_5 1.000000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train     positive_target_nearest_only        226     1583         226         mrr 0.995575               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train     positive_target_nearest_only        226     1583         226       auroc 0.992764               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train     positive_target_nearest_only        226     1583         226       auprc 0.956131               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train positive_target_non_nearest_only        184     2311         198 recall_at_1 0.380435               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train positive_target_non_nearest_only        184     2311         198 recall_at_3 0.673913               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train positive_target_non_nearest_only        184     2311         198 recall_at_5 0.782609               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train positive_target_non_nearest_only        184     2311         198         mrr 0.558403               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train positive_target_non_nearest_only        184     2311         198       auroc 0.739926               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train positive_target_non_nearest_only        184     2311         198       auprc 0.297138               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train                  distance_0_10kb         98     1023         106 recall_at_1 0.989796               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train                  distance_0_10kb         98     1023         106 recall_at_3 1.000000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train                  distance_0_10kb         98     1023         106 recall_at_5 1.000000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train                  distance_0_10kb         98     1023         106         mrr 0.994898               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train                  distance_0_10kb         98     1023         106       auroc 0.983467               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train                  distance_0_10kb         98     1023         106       auprc 0.927437               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train                 distance_10_50kb        137     1111         159 recall_at_1 0.912409               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train                 distance_10_50kb        137     1111         159 recall_at_3 1.000000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train                 distance_10_50kb        137     1111         159 recall_at_5 1.000000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train                 distance_10_50kb        137     1111         159         mrr 0.952555               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train                 distance_10_50kb        137     1111         159       auroc 0.966796               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train                 distance_10_50kb        137     1111         159       auprc 0.853933               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train                distance_50_100kb         82      624          99 recall_at_1 0.841463               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train                distance_50_100kb         82      624          99 recall_at_3 0.963415               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train                distance_50_100kb         82      624          99 recall_at_5 0.975610               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train                distance_50_100kb         82      624          99         mrr 0.903455               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train                distance_50_100kb         82      624          99       auroc 0.940375               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train                distance_50_100kb         82      624          99       auprc 0.756398               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train               distance_100_500kb         97     1043         124 recall_at_1 0.515464               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train               distance_100_500kb         97     1043         124 recall_at_3 0.752577               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train               distance_100_500kb         97     1043         124 recall_at_5 0.855670               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train               distance_100_500kb         97     1043         124         mrr 0.656657               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train               distance_100_500kb         97     1043         124       auroc 0.797606               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train               distance_100_500kb         97     1043         124       auprc 0.444388               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train               distance_500kb_1mb         54      761          66 recall_at_1 0.129630               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train               distance_500kb_1mb         54      761          66 recall_at_3 0.351852               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train               distance_500kb_1mb         54      761          66 recall_at_5 0.537037               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train               distance_500kb_1mb         54      761          66         mrr 0.320995               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train               distance_500kb_1mb         54      761          66       auroc 0.534750               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout train               distance_500kb_1mb         54      761          66       auprc 0.149154               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val                      all_labeled        813     6244          94 recall_at_1 0.077491               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val                      all_labeled        813     6244          94 recall_at_3 0.092251               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val                      all_labeled        813     6244          94 recall_at_5 0.097171               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val                      all_labeled        813     6244          94         mrr 0.086460               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val                      all_labeled        813     6244          94       auroc 0.912088               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val                      all_labeled        813     6244          94       auprc 0.354211               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val          positive_target_nearest         57      526          62 recall_at_1 0.929825               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val          positive_target_nearest         57      526          62 recall_at_3 1.000000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val          positive_target_nearest         57      526          62 recall_at_5 1.000000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val          positive_target_nearest         57      526          62         mrr 0.964912               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val          positive_target_nearest         57      526          62       auroc 0.985783               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val          positive_target_nearest         57      526          62       auprc 0.864479               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val      positive_target_non_nearest         33      379          41 recall_at_1 0.424242               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val      positive_target_non_nearest         33      379          41 recall_at_3 0.666667               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val      positive_target_non_nearest         33      379          41 recall_at_5 0.787879               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val      positive_target_non_nearest         33      379          41         mrr 0.584615               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val      positive_target_non_nearest         33      379          41       auroc 0.769014               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val      positive_target_non_nearest         33      379          41       auprc 0.438786               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val     positive_target_nearest_only         53      496          53 recall_at_1 0.924528               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val     positive_target_nearest_only         53      496          53 recall_at_3 1.000000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val     positive_target_nearest_only         53      496          53 recall_at_5 1.000000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val     positive_target_nearest_only         53      496          53         mrr 0.962264               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val     positive_target_nearest_only         53      496          53       auroc 0.989437               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val     positive_target_nearest_only         53      496          53       auprc 0.879789               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val positive_target_non_nearest_only         29      349          32 recall_at_1 0.344828               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val positive_target_non_nearest_only         29      349          32 recall_at_3 0.620690               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val positive_target_non_nearest_only         29      349          32 recall_at_5 0.758621               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val positive_target_non_nearest_only         29      349          32         mrr 0.527321               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val positive_target_non_nearest_only         29      349          32       auroc 0.719834               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val positive_target_non_nearest_only         29      349          32       auprc 0.295777               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val                  distance_0_10kb         30      377          30 recall_at_1 0.933333               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val                  distance_0_10kb         30      377          30 recall_at_3 1.000000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val                  distance_0_10kb         30      377          30 recall_at_5 1.000000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val                  distance_0_10kb         30      377          30         mrr 0.966667               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val                  distance_0_10kb         30      377          30       auroc 0.993660               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val                  distance_0_10kb         30      377          30       auprc 0.908288               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val                 distance_10_50kb         25      192          29 recall_at_1 0.720000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val                 distance_10_50kb         25      192          29 recall_at_3 1.000000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val                 distance_10_50kb         25      192          29 recall_at_5 1.000000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val                 distance_10_50kb         25      192          29         mrr 0.853333               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val                 distance_10_50kb         25      192          29       auroc 0.941824               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val                 distance_10_50kb         25      192          29       auprc 0.707404               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val                distance_50_100kb         15      104          18 recall_at_1 0.800000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val                distance_50_100kb         15      104          18 recall_at_3 0.933333               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val                distance_50_100kb         15      104          18 recall_at_5 1.000000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val                distance_50_100kb         15      104          18         mrr 0.883333               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val                distance_50_100kb         15      104          18       auroc 0.963824               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val                distance_50_100kb         15      104          18       auprc 0.878948               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val               distance_100_500kb         15      179          18 recall_at_1 0.466667               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val               distance_100_500kb         15      179          18 recall_at_3 0.533333               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val               distance_100_500kb         15      179          18 recall_at_5 0.666667               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val               distance_100_500kb         15      179          18         mrr 0.554537               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val               distance_100_500kb         15      179          18       auroc 0.775362               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val               distance_100_500kb         15      179          18       auprc 0.437968               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val               distance_500kb_1mb          3       41           5 recall_at_1 0.000000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val               distance_500kb_1mb          3       41           5 recall_at_3 0.000000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val               distance_500kb_1mb          3       41           5 recall_at_5 0.333333               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val               distance_500kb_1mb          3       41           5         mrr 0.130303               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val               distance_500kb_1mb          3       41           5       auroc 0.450000               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
+enhancer_cluster_holdout   val               distance_500kb_1mb          3       41           5       auprc 0.142075               l2       0.001  False                            strict        28117             485 logistic_re2g_abc_contact_c0001         0.1.0
diff --git a/results/s2t/gasperini_gse120861/learned_logistic_re2g_abc_contact_highconf_c0001_slice_metrics.csv b/results/s2t/gasperini_gse120861/learned_logistic_re2g_abc_contact_highconf_c0001_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5a5c2ac441fe41433b1db2f72b81b15358775658
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_logistic_re2g_abc_contact_highconf_c0001_slice_metrics.csv
@@ -0,0 +1,1495 @@
+split_family,split,slice,n_regions,n_pairs,n_positive,metric,value,logistic_penalty,logistic_c,tuned,tune_metric,training_label_policy,n_fit_pairs,n_fit_positive,model_name,model_version
+random,test,all_labeled,832,6103,96,recall_at_1,0.07692307692307693,l2,0.001,False,,high_confidence,13254,208,logistic_re2g_abc_contact_highconf_c0001,0.1.0
+random,test,all_labeled,832,6103,96,recall_at_3,0.09134615384615384,l2,0.001,False,,high_confidence,13254,208,logistic_re2g_abc_contact_highconf_c0001,0.1.0
+random,test,all_labeled,832,6103,96,recall_at_5,0.09134615384615384,l2,0.001,False,,high_confidence,13254,208,logistic_re2g_abc_contact_highconf_c0001,0.1.0
+random,test,all_labeled,832,6103,96,mrr,0.08426196199633698,l2,0.001,False,,high_confidence,13254,208,logistic_re2g_abc_contact_highconf_c0001,0.1.0
+random,test,all_labeled,832,6103,96,auroc,0.8839791077076744,l2,0.001,False,,high_confidence,13254,208,logistic_re2g_abc_contact_highconf_c0001,0.1.0
+random,test,all_labeled,832,6103,96,auprc,0.283032776976616,l2,0.001,False,,high_confidence,13254,208,logistic_re2g_abc_contact_highconf_c0001,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_1,0.9811320754716981,l2,0.001,False,,high_confidence,13254,208,logistic_re2g_abc_contact_highconf_c0001,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_3,1.0,l2,0.001,False,,high_confidence,13254,208,logistic_re2g_abc_contact_highconf_c0001,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_5,1.0,l2,0.001,False,,high_confidence,13254,208,logistic_re2g_abc_contact_highconf_c0001,0.1.0
+random,test,positive_target_nearest,53,499,63,mrr,0.9905660377358491,l2,0.001,False,,high_confidence,13254,208,logistic_re2g_abc_contact_highconf_c0001,0.1.0
+random,test,positive_target_nearest,53,499,63,auroc,0.9762268821901849,l2,0.001,False,,high_confidence,13254,208,logistic_re2g_abc_contact_highconf_c0001,0.1.0
+random,test,positive_target_nearest,53,499,63,auprc,0.8692837143358974,l2,0.001,False,,high_confidence,13254,208,logistic_re2g_abc_contact_highconf_c0001,0.1.0
+random,test,positive_target_non_nearest,37,510,50,recall_at_1,0.5135135135135135,l2,0.001,False,,high_confidence,13254,208,logistic_re2g_abc_contact_highconf_c0001,0.1.0
+random,test,positive_target_non_nearest,37,510,50,recall_at_3,0.8108108108108109,l2,0.001,False,,high_confidence,13254,208,logistic_re2g_abc_contact_highconf_c0001,0.1.0
+random,test,positive_target_non_nearest,37,510,50,recall_at_5,0.8108108108108109,l2,0.001,False,,high_confidence,13254,208,logistic_re2g_abc_contact_highconf_c0001,0.1.0
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diff --git a/results/s2t/gasperini_gse120861/learned_logistic_re2g_extended_features_c0003_slice_metrics.csv b/results/s2t/gasperini_gse120861/learned_logistic_re2g_extended_features_c0003_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..66007d08a1bb07ae8ba6f08180af9dc4faa9f108
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_logistic_re2g_extended_features_c0003_slice_metrics.csv
@@ -0,0 +1,1495 @@
+split_family,split,slice,n_regions,n_pairs,n_positive,metric,value,logistic_penalty,logistic_c,tuned,tune_metric,model_name,model_version
+random,test,all_labeled,832,6103,96,recall_at_1,0.07572115384615384,l2,0.003,False,,logistic_re2g_extended_features_c0003,0.1.0
+random,test,all_labeled,832,6103,96,recall_at_3,0.0889423076923077,l2,0.003,False,,logistic_re2g_extended_features_c0003,0.1.0
+random,test,all_labeled,832,6103,96,recall_at_5,0.09134615384615384,l2,0.003,False,,logistic_re2g_extended_features_c0003,0.1.0
+random,test,all_labeled,832,6103,96,mrr,0.08311232809588073,l2,0.003,False,,logistic_re2g_extended_features_c0003,0.1.0
+random,test,all_labeled,832,6103,96,auroc,0.903888172132512,l2,0.003,False,,logistic_re2g_extended_features_c0003,0.1.0
+random,test,all_labeled,832,6103,96,auprc,0.3041775519392311,l2,0.003,False,,logistic_re2g_extended_features_c0003,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_1,0.9811320754716981,l2,0.003,False,,logistic_re2g_extended_features_c0003,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_3,1.0,l2,0.003,False,,logistic_re2g_extended_features_c0003,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_5,1.0,l2,0.003,False,,logistic_re2g_extended_features_c0003,0.1.0
+random,test,positive_target_nearest,53,499,63,mrr,0.9905660377358491,l2,0.003,False,,logistic_re2g_extended_features_c0003,0.1.0
+random,test,positive_target_nearest,53,499,63,auroc,0.9813237221494102,l2,0.003,False,,logistic_re2g_extended_features_c0003,0.1.0
+random,test,positive_target_nearest,53,499,63,auprc,0.8817565469043261,l2,0.003,False,,logistic_re2g_extended_features_c0003,0.1.0
+random,test,positive_target_non_nearest,37,510,50,recall_at_1,0.4864864864864865,l2,0.003,False,,logistic_re2g_extended_features_c0003,0.1.0
+random,test,positive_target_non_nearest,37,510,50,recall_at_3,0.7567567567567568,l2,0.003,False,,logistic_re2g_extended_features_c0003,0.1.0
+random,test,positive_target_non_nearest,37,510,50,recall_at_5,0.8108108108108109,l2,0.003,False,,logistic_re2g_extended_features_c0003,0.1.0
+random,test,positive_target_non_nearest,37,510,50,mrr,0.6391745128587234,l2,0.003,False,,logistic_re2g_extended_features_c0003,0.1.0
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+random,test,positive_target_nearest_only,46,392,46,recall_at_5,1.0,l2,0.003,False,,logistic_re2g_extended_features_c0003,0.1.0
+random,test,positive_target_nearest_only,46,392,46,mrr,0.9891304347826086,l2,0.003,False,,logistic_re2g_extended_features_c0003,0.1.0
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diff --git a/results/s2t/gasperini_gse120861/learned_logistic_re2g_extended_highconf_c0001_slice_metrics.csv b/results/s2t/gasperini_gse120861/learned_logistic_re2g_extended_highconf_c0001_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..3fce7a526e394c7f8c9c879dbb47d0dcc04d13d1
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_logistic_re2g_extended_highconf_c0001_slice_metrics.csv
@@ -0,0 +1,1495 @@
+split_family,split,slice,n_regions,n_pairs,n_positive,metric,value,logistic_penalty,logistic_c,tuned,tune_metric,training_label_policy,n_fit_pairs,n_fit_positive,model_name,model_version
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diff --git a/results/s2t/gasperini_gse120861/learned_logistic_re2g_extended_vhighconf_c00003_slice_metrics.csv b/results/s2t/gasperini_gse120861/learned_logistic_re2g_extended_vhighconf_c00003_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b0b912268e548e34687623635381045e87c4716f
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_logistic_re2g_extended_vhighconf_c00003_slice_metrics.csv
@@ -0,0 +1,1495 @@
+split_family,split,slice,n_regions,n_pairs,n_positive,metric,value,logistic_penalty,logistic_c,tuned,tune_metric,training_label_policy,n_fit_pairs,n_fit_positive,model_name,model_version
+random,test,all_labeled,832,6103,96,recall_at_1,0.07692307692307693,l2,0.0003,False,,very_high_confidence,6510,73,logistic_re2g_extended_vhighconf_c00003,0.1.0
+random,test,all_labeled,832,6103,96,recall_at_3,0.09134615384615384,l2,0.0003,False,,very_high_confidence,6510,73,logistic_re2g_extended_vhighconf_c00003,0.1.0
+random,test,all_labeled,832,6103,96,recall_at_5,0.09134615384615384,l2,0.0003,False,,very_high_confidence,6510,73,logistic_re2g_extended_vhighconf_c00003,0.1.0
+random,test,all_labeled,832,6103,96,mrr,0.08440972889290196,l2,0.0003,False,,very_high_confidence,6510,73,logistic_re2g_extended_vhighconf_c00003,0.1.0
+random,test,all_labeled,832,6103,96,auroc,0.8654347705454747,l2,0.0003,False,,very_high_confidence,6510,73,logistic_re2g_extended_vhighconf_c00003,0.1.0
+random,test,all_labeled,832,6103,96,auprc,0.26464893708778187,l2,0.0003,False,,very_high_confidence,6510,73,logistic_re2g_extended_vhighconf_c00003,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_1,0.9811320754716981,l2,0.0003,False,,very_high_confidence,6510,73,logistic_re2g_extended_vhighconf_c00003,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_3,1.0,l2,0.0003,False,,very_high_confidence,6510,73,logistic_re2g_extended_vhighconf_c00003,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_5,1.0,l2,0.0003,False,,very_high_confidence,6510,73,logistic_re2g_extended_vhighconf_c00003,0.1.0
+random,test,positive_target_nearest,53,499,63,mrr,0.9905660377358491,l2,0.0003,False,,very_high_confidence,6510,73,logistic_re2g_extended_vhighconf_c00003,0.1.0
+random,test,positive_target_nearest,53,499,63,auroc,0.959916994320664,l2,0.0003,False,,very_high_confidence,6510,73,logistic_re2g_extended_vhighconf_c00003,0.1.0
+random,test,positive_target_nearest,53,499,63,auprc,0.8809305791666096,l2,0.0003,False,,very_high_confidence,6510,73,logistic_re2g_extended_vhighconf_c00003,0.1.0
+random,test,positive_target_non_nearest,37,510,50,recall_at_1,0.5135135135135135,l2,0.0003,False,,very_high_confidence,6510,73,logistic_re2g_extended_vhighconf_c00003,0.1.0
+random,test,positive_target_non_nearest,37,510,50,recall_at_3,0.8108108108108109,l2,0.0003,False,,very_high_confidence,6510,73,logistic_re2g_extended_vhighconf_c00003,0.1.0
+random,test,positive_target_non_nearest,37,510,50,recall_at_5,0.8108108108108109,l2,0.0003,False,,very_high_confidence,6510,73,logistic_re2g_extended_vhighconf_c00003,0.1.0
+random,test,positive_target_non_nearest,37,510,50,mrr,0.6683484983484984,l2,0.0003,False,,very_high_confidence,6510,73,logistic_re2g_extended_vhighconf_c00003,0.1.0
+random,test,positive_target_non_nearest,37,510,50,auroc,0.7712608695652174,l2,0.0003,False,,very_high_confidence,6510,73,logistic_re2g_extended_vhighconf_c00003,0.1.0
+random,test,positive_target_non_nearest,37,510,50,auprc,0.42077975085211144,l2,0.0003,False,,very_high_confidence,6510,73,logistic_re2g_extended_vhighconf_c00003,0.1.0
+random,test,positive_target_nearest_only,46,392,46,recall_at_1,0.9782608695652174,l2,0.0003,False,,very_high_confidence,6510,73,logistic_re2g_extended_vhighconf_c00003,0.1.0
+random,test,positive_target_nearest_only,46,392,46,recall_at_3,1.0,l2,0.0003,False,,very_high_confidence,6510,73,logistic_re2g_extended_vhighconf_c00003,0.1.0
+random,test,positive_target_nearest_only,46,392,46,recall_at_5,1.0,l2,0.0003,False,,very_high_confidence,6510,73,logistic_re2g_extended_vhighconf_c00003,0.1.0
+random,test,positive_target_nearest_only,46,392,46,mrr,0.9891304347826086,l2,0.0003,False,,very_high_confidence,6510,73,logistic_re2g_extended_vhighconf_c00003,0.1.0
+random,test,positive_target_nearest_only,46,392,46,auroc,0.9934656948982157,l2,0.0003,False,,very_high_confidence,6510,73,logistic_re2g_extended_vhighconf_c00003,0.1.0
+random,test,positive_target_nearest_only,46,392,46,auprc,0.9183322397075575,l2,0.0003,False,,very_high_confidence,6510,73,logistic_re2g_extended_vhighconf_c00003,0.1.0
+random,test,positive_target_non_nearest_only,30,403,33,recall_at_1,0.4,l2,0.0003,False,,very_high_confidence,6510,73,logistic_re2g_extended_vhighconf_c00003,0.1.0
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+chromosome_fold_4,test,positive_target_nearest_only,59,459,59,recall_at_5,1.0,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,test,positive_target_nearest_only,59,459,59,mrr,1.0,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
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+chromosome_fold_4,test,positive_target_nearest_only,59,459,59,auprc,0.9791163791676657,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,test,positive_target_non_nearest_only,56,875,60,recall_at_1,0.30357142857142855,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,test,positive_target_non_nearest_only,56,875,60,recall_at_3,0.5,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,test,positive_target_non_nearest_only,56,875,60,recall_at_5,0.6071428571428571,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,test,positive_target_non_nearest_only,56,875,60,mrr,0.458207644560785,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,test,positive_target_non_nearest_only,56,875,60,auroc,0.6646830265848671,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
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+chromosome_fold_4,test,distance_0_10kb,33,401,35,recall_at_3,1.0,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,test,distance_0_10kb,33,401,35,recall_at_5,1.0,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,test,distance_0_10kb,33,401,35,mrr,1.0,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,test,distance_0_10kb,33,401,35,auroc,0.9971116315378611,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,test,distance_0_10kb,33,401,35,auprc,0.9772035241014141,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
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+chromosome_fold_4,test,distance_10_50kb,36,350,45,recall_at_3,0.9722222222222222,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,test,distance_10_50kb,36,350,45,recall_at_5,1.0,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,test,distance_10_50kb,36,350,45,mrr,0.9361111111111112,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
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+chromosome_fold_4,test,distance_50_100kb,10,101,10,recall_at_3,0.8,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,test,distance_50_100kb,10,101,10,recall_at_5,0.9,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,test,distance_50_100kb,10,101,10,mrr,0.6799999999999999,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,test,distance_50_100kb,10,101,10,auroc,0.832967032967033,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,test,distance_50_100kb,10,101,10,auprc,0.3514534470087876,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,test,distance_100_500kb,30,444,38,recall_at_1,0.5,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,test,distance_100_500kb,30,444,38,recall_at_3,0.6333333333333333,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,test,distance_100_500kb,30,444,38,recall_at_5,0.7,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
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+chromosome_fold_4,test,distance_100_500kb,30,444,38,auprc,0.3491399333338074,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
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+chromosome_fold_4,test,distance_500kb_1mb,21,338,28,recall_at_3,0.3333333333333333,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,test,distance_500kb_1mb,21,338,28,recall_at_5,0.42857142857142855,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,test,distance_500kb_1mb,21,338,28,mrr,0.300699790539692,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,test,distance_500kb_1mb,21,338,28,auroc,0.4938940092165899,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
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+chromosome_fold_4,train,all_labeled,4415,30919,529,recall_at_3,0.09445073612684032,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,train,all_labeled,4415,30919,529,recall_at_5,0.09784824462061155,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,train,all_labeled,4415,30919,529,mrr,0.08927656939118819,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,train,all_labeled,4415,30919,529,auroc,0.8654257102531613,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,train,all_labeled,4415,30919,529,auprc,0.23814409195577085,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
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+chromosome_fold_4,train,positive_target_nearest,295,2244,332,recall_at_3,1.0,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,train,positive_target_nearest,295,2244,332,recall_at_5,1.0,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,train,positive_target_nearest,295,2244,332,mrr,0.9932203389830508,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,train,positive_target_nearest,295,2244,332,auroc,0.9706356807985078,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,train,positive_target_nearest,295,2244,332,auprc,0.9052246088464007,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
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+chromosome_fold_4,train,positive_target_non_nearest,214,2542,265,recall_at_3,0.7149532710280374,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,train,positive_target_non_nearest,214,2542,265,recall_at_5,0.7850467289719626,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,train,positive_target_non_nearest,214,2542,265,mrr,0.6175516535611955,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,train,positive_target_non_nearest,214,2542,265,auroc,0.7502258019075082,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,train,positive_target_non_nearest,214,2542,265,auprc,0.4027431842677507,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
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+chromosome_fold_4,train,positive_target_nearest_only,264,1910,264,recall_at_3,1.0,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,train,positive_target_nearest_only,264,1910,264,recall_at_5,1.0,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,train,positive_target_nearest_only,264,1910,264,mrr,0.9924242424242424,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,train,positive_target_nearest_only,264,1910,264,auroc,0.9915543650355315,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,train,positive_target_nearest_only,264,1910,264,auprc,0.9389865347057708,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
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+chromosome_fold_4,train,positive_target_non_nearest_only,183,2208,197,recall_at_3,0.6666666666666666,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
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+chromosome_fold_4,train,positive_target_non_nearest_only,183,2208,197,mrr,0.5527653216507968,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,train,positive_target_non_nearest_only,183,2208,197,auroc,0.7066918748911444,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
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+chromosome_fold_4,train,distance_0_10kb,115,1202,125,recall_at_3,1.0,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,train,distance_0_10kb,115,1202,125,recall_at_5,1.0,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,train,distance_0_10kb,115,1202,125,mrr,0.991304347826087,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,train,distance_0_10kb,115,1202,125,auroc,0.9704363974001857,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,train,distance_0_10kb,115,1202,125,auprc,0.9186816750904426,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
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+chromosome_fold_4,train,distance_10_50kb,156,1295,178,recall_at_3,0.9935897435897436,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,train,distance_10_50kb,156,1295,178,recall_at_5,1.0,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,train,distance_10_50kb,156,1295,178,mrr,0.9407051282051282,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,train,distance_10_50kb,156,1295,178,auroc,0.9645418607224407,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,train,distance_10_50kb,156,1295,178,auprc,0.8058183152619114,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
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+chromosome_fold_4,train,distance_50_100kb,96,671,116,recall_at_3,1.0,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,train,distance_50_100kb,96,671,116,recall_at_5,1.0,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,train,distance_50_100kb,96,671,116,mrr,0.920138888888889,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,train,distance_50_100kb,96,671,116,auroc,0.9476079527803666,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,train,distance_50_100kb,96,671,116,auprc,0.7394296389433601,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
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+chromosome_fold_4,train,distance_100_500kb,96,956,124,recall_at_3,0.6875,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,train,distance_100_500kb,96,956,124,recall_at_5,0.7708333333333334,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,train,distance_100_500kb,96,956,124,mrr,0.621561337967588,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,train,distance_100_500kb,96,956,124,auroc,0.7302845843672456,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,train,distance_100_500kb,96,956,124,auprc,0.4127254974102999,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
+chromosome_fold_4,train,distance_500kb_1mb,45,702,56,recall_at_1,0.13333333333333333,l2,0.0003,False,,very_high_confidence,7202,88,logistic_re2g_extended_vhighconf_c00003,0.1.0
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+enhancer_cluster_holdout,val,distance_500kb_1mb,3,41,5,auprc,0.07951402314386533,l2,0.0003,False,,very_high_confidence,6550,69,logistic_re2g_extended_vhighconf_c00003,0.1.0
diff --git a/results/s2t/gasperini_gse120861/learned_logistic_recomputed_abc_c0001_slice_metrics.csv b/results/s2t/gasperini_gse120861/learned_logistic_recomputed_abc_c0001_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2b62d37d14eb8ac2151adf77323c0e2e1b48802b
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_logistic_recomputed_abc_c0001_slice_metrics.csv
@@ -0,0 +1,1495 @@
+split_family,split,slice,n_regions,n_pairs,n_positive,metric,value,logistic_penalty,logistic_c,tuned,tune_metric,training_label_policy,n_fit_pairs,n_fit_positive,model_name,model_version
+random,test,all_labeled,832,6103,96,recall_at_1,0.078125,l2,0.001,False,,strict,28048,458,logistic_recomputed_abc_c0001,0.1.0
+random,test,all_labeled,832,6103,96,recall_at_3,0.0889423076923077,l2,0.001,False,,strict,28048,458,logistic_recomputed_abc_c0001,0.1.0
+random,test,all_labeled,832,6103,96,recall_at_5,0.09134615384615384,l2,0.001,False,,strict,28048,458,logistic_recomputed_abc_c0001,0.1.0
+random,test,all_labeled,832,6103,96,mrr,0.08443223443223444,l2,0.001,False,,strict,28048,458,logistic_recomputed_abc_c0001,0.1.0
+random,test,all_labeled,832,6103,96,auroc,0.9040667831973809,l2,0.001,False,,strict,28048,458,logistic_recomputed_abc_c0001,0.1.0
+random,test,all_labeled,832,6103,96,auprc,0.30325511908945385,l2,0.001,False,,strict,28048,458,logistic_recomputed_abc_c0001,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_1,0.9811320754716981,l2,0.001,False,,strict,28048,458,logistic_recomputed_abc_c0001,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_3,1.0,l2,0.001,False,,strict,28048,458,logistic_recomputed_abc_c0001,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_5,1.0,l2,0.001,False,,strict,28048,458,logistic_recomputed_abc_c0001,0.1.0
+random,test,positive_target_nearest,53,499,63,mrr,0.9905660377358491,l2,0.001,False,,strict,28048,458,logistic_recomputed_abc_c0001,0.1.0
+random,test,positive_target_nearest,53,499,63,auroc,0.9761904761904762,l2,0.001,False,,strict,28048,458,logistic_recomputed_abc_c0001,0.1.0
+random,test,positive_target_nearest,53,499,63,auprc,0.8888784382220749,l2,0.001,False,,strict,28048,458,logistic_recomputed_abc_c0001,0.1.0
+random,test,positive_target_non_nearest,37,510,50,recall_at_1,0.5405405405405406,l2,0.001,False,,strict,28048,458,logistic_recomputed_abc_c0001,0.1.0
+random,test,positive_target_non_nearest,37,510,50,recall_at_3,0.7567567567567568,l2,0.001,False,,strict,28048,458,logistic_recomputed_abc_c0001,0.1.0
+random,test,positive_target_non_nearest,37,510,50,recall_at_5,0.8108108108108109,l2,0.001,False,,strict,28048,458,logistic_recomputed_abc_c0001,0.1.0
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diff --git a/results/s2t/gasperini_gse120861/learned_logistic_slice_metrics.csv b/results/s2t/gasperini_gse120861/learned_logistic_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..af4658d1ba66c221490f0a0229a4e79cbb2c03ec
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_logistic_slice_metrics.csv
@@ -0,0 +1,955 @@
+split_family,split,slice,n_regions,n_pairs,n_positive,metric,value,model_name,model_version
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diff --git a/results/s2t/gasperini_gse120861/learned_molecular_residual_cage_c001_metrics.csv b/results/s2t/gasperini_gse120861/learned_molecular_residual_cage_c001_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ea6fd9707bf1fbd06ab83036dca30b699291b563
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_molecular_residual_cage_c001_metrics.csv
@@ -0,0 +1,151 @@
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diff --git a/results/s2t/gasperini_gse120861/learned_molecular_residual_cage_highconf_c0003_metrics.csv b/results/s2t/gasperini_gse120861/learned_molecular_residual_cage_highconf_c0003_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..50c5ba68f34dd0eadc16b7f300e46278c8cd0950
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_molecular_residual_cage_highconf_c0003_metrics.csv
@@ -0,0 +1,151 @@
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diff --git a/results/s2t/gasperini_gse120861/learned_molecular_residual_cage_highconf_c003_selections.csv b/results/s2t/gasperini_gse120861/learned_molecular_residual_cage_highconf_c003_selections.csv
new file mode 100644
index 0000000000000000000000000000000000000000..24a89decadae2d798ea55e04a4e4a242848db7f9
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_molecular_residual_cage_highconf_c003_selections.csv
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diff --git a/results/s2t/gasperini_gse120861/learned_molecular_residual_fieldleader_highconf_c003_candidate_metrics.csv b/results/s2t/gasperini_gse120861/learned_molecular_residual_fieldleader_highconf_c003_candidate_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..ba1bf5c09503827bdd85fdb29cca1daad624381d
--- /dev/null
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diff --git a/results/s2t/gasperini_gse120861/learned_molecular_residual_fieldleader_highconf_c003_slice_metrics.csv b/results/s2t/gasperini_gse120861/learned_molecular_residual_fieldleader_highconf_c003_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..34077f9ed69bb349188a34d6a5432623c1fa0859
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_molecular_residual_fieldleader_highconf_c003_slice_metrics.csv
@@ -0,0 +1,1495 @@
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diff --git a/results/s2t/gasperini_gse120861/learned_molecular_residual_fieldleader_highconfsel_c001_candidate_metrics.csv b/results/s2t/gasperini_gse120861/learned_molecular_residual_fieldleader_highconfsel_c001_candidate_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..f62046f5208ace42b92b01ad4bc6f39c0ca8e7a7
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_molecular_residual_fieldleader_highconfsel_c001_candidate_metrics.csv
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diff --git a/results/s2t/gasperini_gse120861/learned_molecular_residual_proxy_v2_rich_strict_broad_c0p0003_metrics.csv b/results/s2t/gasperini_gse120861/learned_molecular_residual_proxy_v2_rich_strict_broad_c0p0003_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..bfa0aac5601d3e43ec7b7d2f428480c4af6a1aac
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_molecular_residual_proxy_v2_rich_strict_broad_c0p0003_metrics.csv
@@ -0,0 +1,151 @@
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diff --git a/results/s2t/gasperini_gse120861/learned_molecular_residual_proxy_v2_rich_strict_broad_c0p003_candidate_metrics.csv b/results/s2t/gasperini_gse120861/learned_molecular_residual_proxy_v2_rich_strict_broad_c0p003_candidate_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..fe33fa5f56fe91ea9ee428f20a3676da5cd22123
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_molecular_residual_proxy_v2_rich_strict_broad_c0p003_candidate_metrics.csv
@@ -0,0 +1,1001 @@
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diff --git a/results/s2t/gasperini_gse120861/learned_proxy_v2_rich_only_re2g_inputs_strict_c0p001_slice_metrics.csv b/results/s2t/gasperini_gse120861/learned_proxy_v2_rich_only_re2g_inputs_strict_c0p001_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7773e92fbf27272e0d99775924efa172f3ed5ec1
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_proxy_v2_rich_only_re2g_inputs_strict_c0p001_slice_metrics.csv
@@ -0,0 +1,1495 @@
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+enhancer_cluster_holdout,train,distance_50_100kb,82,624,99,mrr,0.9120934959349594,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,train,distance_50_100kb,82,624,99,auroc,0.9421645021645022,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,train,distance_50_100kb,82,624,99,auprc,0.765193335426209,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,train,distance_100_500kb,97,1043,124,recall_at_1,0.5257731958762887,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,train,distance_100_500kb,97,1043,124,recall_at_3,0.7525773195876289,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,train,distance_100_500kb,97,1043,124,recall_at_5,0.845360824742268,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,train,distance_100_500kb,97,1043,124,mrr,0.6624607881796146,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,train,distance_100_500kb,97,1043,124,auroc,0.8047843027133279,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,train,distance_100_500kb,97,1043,124,auprc,0.47175169082151713,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,train,distance_500kb_1mb,54,761,66,recall_at_1,0.12962962962962962,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,train,distance_500kb_1mb,54,761,66,recall_at_3,0.37037037037037035,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,train,distance_500kb_1mb,54,761,66,recall_at_5,0.5555555555555556,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,train,distance_500kb_1mb,54,761,66,mrr,0.32746065133728536,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,train,distance_500kb_1mb,54,761,66,auroc,0.5373228689775452,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,train,distance_500kb_1mb,54,761,66,auprc,0.15209828495255664,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,all_labeled,813,6244,94,recall_at_1,0.07995079950799508,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,all_labeled,813,6244,94,recall_at_3,0.09225092250922509,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,all_labeled,813,6244,94,recall_at_5,0.0959409594095941,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,all_labeled,813,6244,94,mrr,0.08750137947012268,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,all_labeled,813,6244,94,auroc,0.9128714755232659,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,all_labeled,813,6244,94,auprc,0.348307798498981,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,positive_target_nearest,57,526,62,recall_at_1,0.9298245614035088,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,positive_target_nearest,57,526,62,recall_at_3,1.0,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,positive_target_nearest,57,526,62,recall_at_5,1.0,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,positive_target_nearest,57,526,62,mrr,0.9619883040935672,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,positive_target_nearest,57,526,62,auroc,0.9872775305895439,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,positive_target_nearest,57,526,62,auprc,0.8792820921905636,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,positive_target_non_nearest,33,379,41,recall_at_1,0.48484848484848486,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,positive_target_non_nearest,33,379,41,recall_at_3,0.6666666666666666,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,positive_target_non_nearest,33,379,41,recall_at_5,0.7575757575757576,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,positive_target_non_nearest,33,379,41,mrr,0.6153117629053458,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,positive_target_non_nearest,33,379,41,auroc,0.7754365709337567,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,positive_target_non_nearest,33,379,41,auprc,0.46675482755340786,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,positive_target_nearest_only,53,496,53,recall_at_1,0.9245283018867925,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,positive_target_nearest_only,53,496,53,recall_at_3,1.0,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,positive_target_nearest_only,53,496,53,recall_at_5,1.0,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,positive_target_nearest_only,53,496,53,mrr,0.9591194968553458,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,positive_target_nearest_only,53,496,53,auroc,0.9903743771029431,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,positive_target_nearest_only,53,496,53,auprc,0.8880356652462256,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,positive_target_non_nearest_only,29,349,32,recall_at_1,0.41379310344827586,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,positive_target_non_nearest_only,29,349,32,recall_at_3,0.6206896551724138,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,positive_target_non_nearest_only,29,349,32,recall_at_5,0.7241379310344828,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,positive_target_non_nearest_only,29,349,32,mrr,0.5622513164095314,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,positive_target_non_nearest_only,29,349,32,auroc,0.7277208201892744,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,positive_target_non_nearest_only,29,349,32,auprc,0.33197581227179596,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,distance_0_10kb,30,377,30,recall_at_1,0.9,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,distance_0_10kb,30,377,30,recall_at_3,1.0,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,distance_0_10kb,30,377,30,recall_at_5,1.0,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,distance_0_10kb,30,377,30,mrr,0.9444444444444444,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,distance_0_10kb,30,377,30,auroc,0.993371757925072,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,distance_0_10kb,30,377,30,auprc,0.9194345118800752,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,distance_10_50kb,25,192,29,recall_at_1,0.84,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,distance_10_50kb,25,192,29,recall_at_3,1.0,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,distance_10_50kb,25,192,29,recall_at_5,1.0,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,distance_10_50kb,25,192,29,mrr,0.9133333333333333,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,distance_10_50kb,25,192,29,auroc,0.9524011000634652,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,distance_10_50kb,25,192,29,auprc,0.7394261518992035,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,distance_50_100kb,15,104,18,recall_at_1,0.8,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,distance_50_100kb,15,104,18,recall_at_3,0.9333333333333333,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,distance_50_100kb,15,104,18,recall_at_5,1.0,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,distance_50_100kb,15,104,18,mrr,0.8833333333333333,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,distance_50_100kb,15,104,18,auroc,0.9657622739018088,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,distance_50_100kb,15,104,18,auprc,0.8920571178063869,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,distance_100_500kb,15,179,18,recall_at_1,0.4666666666666667,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,distance_100_500kb,15,179,18,recall_at_3,0.5333333333333333,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,distance_100_500kb,15,179,18,recall_at_5,0.6666666666666666,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,distance_100_500kb,15,179,18,mrr,0.555958605664488,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,distance_100_500kb,15,179,18,auroc,0.7791580400276052,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,distance_100_500kb,15,179,18,auprc,0.46371756728532,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,distance_500kb_1mb,3,41,5,recall_at_1,0.0,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,distance_500kb_1mb,3,41,5,recall_at_3,0.0,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,distance_500kb_1mb,3,41,5,recall_at_5,0.0,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,distance_500kb_1mb,3,41,5,mrr,0.1275252525252525,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,distance_500kb_1mb,3,41,5,auroc,0.45,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
+enhancer_cluster_holdout,val,distance_500kb_1mb,3,41,5,auprc,0.1393778801843318,l2,0.001,False,,strict,28117,485,proxy_v2_rich_only_re2g_inputs_strict_c0p001,0.1.0
diff --git a/results/s2t/gasperini_gse120861/learned_proxy_v2_rich_only_re2g_inputs_strict_c0p03_slice_metrics.csv b/results/s2t/gasperini_gse120861/learned_proxy_v2_rich_only_re2g_inputs_strict_c0p03_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..8c315ca03aa9f48110f7e3388458a0e541480fa5
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_proxy_v2_rich_only_re2g_inputs_strict_c0p03_slice_metrics.csv
@@ -0,0 +1,1495 @@
+split_family,split,slice,n_regions,n_pairs,n_positive,metric,value,logistic_penalty,logistic_c,tuned,tune_metric,training_label_policy,n_fit_pairs,n_fit_positive,model_name,model_version
+random,test,all_labeled,832,6103,96,recall_at_1,0.07572115384615384,l2,0.03,False,,strict,28048,458,proxy_v2_rich_only_re2g_inputs_strict_c0p03,0.1.0
+random,test,all_labeled,832,6103,96,recall_at_3,0.0889423076923077,l2,0.03,False,,strict,28048,458,proxy_v2_rich_only_re2g_inputs_strict_c0p03,0.1.0
+random,test,all_labeled,832,6103,96,recall_at_5,0.09254807692307693,l2,0.03,False,,strict,28048,458,proxy_v2_rich_only_re2g_inputs_strict_c0p03,0.1.0
+random,test,all_labeled,832,6103,96,mrr,0.08318118513431014,l2,0.03,False,,strict,28048,458,proxy_v2_rich_only_re2g_inputs_strict_c0p03,0.1.0
+random,test,all_labeled,832,6103,96,auroc,0.9001841601464957,l2,0.03,False,,strict,28048,458,proxy_v2_rich_only_re2g_inputs_strict_c0p03,0.1.0
+random,test,all_labeled,832,6103,96,auprc,0.29808245433315733,l2,0.03,False,,strict,28048,458,proxy_v2_rich_only_re2g_inputs_strict_c0p03,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_1,0.9811320754716981,l2,0.03,False,,strict,28048,458,proxy_v2_rich_only_re2g_inputs_strict_c0p03,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_3,1.0,l2,0.03,False,,strict,28048,458,proxy_v2_rich_only_re2g_inputs_strict_c0p03,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_5,1.0,l2,0.03,False,,strict,28048,458,proxy_v2_rich_only_re2g_inputs_strict_c0p03,0.1.0
+random,test,positive_target_nearest,53,499,63,mrr,0.9905660377358491,l2,0.03,False,,strict,28048,458,proxy_v2_rich_only_re2g_inputs_strict_c0p03,0.1.0
+random,test,positive_target_nearest,53,499,63,auroc,0.97782874617737,l2,0.03,False,,strict,28048,458,proxy_v2_rich_only_re2g_inputs_strict_c0p03,0.1.0
+random,test,positive_target_nearest,53,499,63,auprc,0.874745660421579,l2,0.03,False,,strict,28048,458,proxy_v2_rich_only_re2g_inputs_strict_c0p03,0.1.0
+random,test,positive_target_non_nearest,37,510,50,recall_at_1,0.4864864864864865,l2,0.03,False,,strict,28048,458,proxy_v2_rich_only_re2g_inputs_strict_c0p03,0.1.0
+random,test,positive_target_non_nearest,37,510,50,recall_at_3,0.7567567567567568,l2,0.03,False,,strict,28048,458,proxy_v2_rich_only_re2g_inputs_strict_c0p03,0.1.0
+random,test,positive_target_non_nearest,37,510,50,recall_at_5,0.8378378378378378,l2,0.03,False,,strict,28048,458,proxy_v2_rich_only_re2g_inputs_strict_c0p03,0.1.0
+random,test,positive_target_non_nearest,37,510,50,mrr,0.6407228657228657,l2,0.03,False,,strict,28048,458,proxy_v2_rich_only_re2g_inputs_strict_c0p03,0.1.0
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diff --git a/results/s2t/gasperini_gse120861/learned_proxy_v2_rich_without_contact_high_confidence_c0p001_slice_metrics.csv b/results/s2t/gasperini_gse120861/learned_proxy_v2_rich_without_contact_high_confidence_c0p001_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..914128e475fd456734ae8aa21e68e566eab2358d
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_proxy_v2_rich_without_contact_high_confidence_c0p001_slice_metrics.csv
@@ -0,0 +1,1495 @@
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diff --git a/results/s2t/gasperini_gse120861/learned_proxy_v2_rich_without_contact_high_confidence_c0p01_metrics.csv b/results/s2t/gasperini_gse120861/learned_proxy_v2_rich_without_contact_high_confidence_c0p01_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..81401561a046430a57beb1170220a5f00c8d2e02
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_proxy_v2_rich_without_contact_high_confidence_c0p01_metrics.csv
@@ -0,0 +1,151 @@
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+enhancer_cluster_holdout,val,813,6244,94,recall_at_3,0.09225092250922509,l2,0.01,False,,high_confidence,13377,224,proxy_v2_rich_without_contact_high_confidence_c0p01,0.1.0
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+enhancer_cluster_holdout,val,813,6244,94,auprc,0.3241522080992232,l2,0.01,False,,high_confidence,13377,224,proxy_v2_rich_without_contact_high_confidence_c0p01,0.1.0
diff --git a/results/s2t/gasperini_gse120861/learned_proxy_v2_rich_without_contact_strict_c0p03_metrics.csv b/results/s2t/gasperini_gse120861/learned_proxy_v2_rich_without_contact_strict_c0p03_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..e75459f9c0872d436a1e79c5862c780af9d5686d
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_proxy_v2_rich_without_contact_strict_c0p03_metrics.csv
@@ -0,0 +1,151 @@
+split_family,split,n_regions,n_pairs,n_positive,metric,value,logistic_penalty,logistic_c,tuned,tune_metric,training_label_policy,n_fit_pairs,n_fit_positive,model_name,model_version
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+random,test,832,6103,96,recall_at_3,0.0889423076923077,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,832,6103,96,recall_at_5,0.09014423076923077,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,832,6103,96,mrr,0.0828518486721612,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,832,6103,96,auroc,0.8882744437045669,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,832,6103,96,auprc,0.27783153131425364,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,train,3886,28048,458,recall_at_1,0.07668553782810088,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,train,3886,28048,458,recall_at_3,0.09341224909933094,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,train,3886,28048,458,recall_at_5,0.09727225939269171,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
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+gene_holdout,test,122,1433,155,auroc,0.839648644555505,l2,0.03,False,,strict,38108,427,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+gene_holdout,test,122,1433,155,auprc,0.5913711622466985,l2,0.03,False,,strict,38108,427,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+gene_holdout,train,5351,38108,427,recall_at_1,0.05793309661745468,l2,0.03,False,,strict,38108,427,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+gene_holdout,train,5351,38108,427,recall_at_3,0.06727714445897963,l2,0.03,False,,strict,38108,427,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+gene_holdout,train,5351,38108,427,recall_at_5,0.0712016445524201,l2,0.03,False,,strict,38108,427,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+gene_holdout,train,5351,38108,427,mrr,0.06343220585042512,l2,0.03,False,,strict,38108,427,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+gene_holdout,train,5351,38108,427,auroc,0.9188332325344021,l2,0.03,False,,strict,38108,427,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+gene_holdout,train,5351,38108,427,auprc,0.22729669699444188,l2,0.03,False,,strict,38108,427,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+gene_holdout,val,72,781,82,recall_at_1,0.7916666666666666,l2,0.03,False,,strict,38108,427,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+gene_holdout,val,72,781,82,recall_at_3,0.9027777777777778,l2,0.03,False,,strict,38108,427,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+gene_holdout,val,72,781,82,recall_at_5,0.9305555555555556,l2,0.03,False,,strict,38108,427,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+gene_holdout,val,72,781,82,mrr,0.8563896944105277,l2,0.03,False,,strict,38108,427,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+gene_holdout,val,72,781,82,auroc,0.895809344359538,l2,0.03,False,,strict,38108,427,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+gene_holdout,val,72,781,82,auprc,0.718518288660394,l2,0.03,False,,strict,38108,427,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+gene_holdout_rebalanced,test,1205,9430,155,recall_at_1,0.07053941908713693,l2,0.03,False,,strict,25911,427,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+gene_holdout_rebalanced,test,1205,9430,155,recall_at_3,0.08547717842323652,l2,0.03,False,,strict,25911,427,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+gene_holdout_rebalanced,test,1205,9430,155,recall_at_5,0.08962655601659751,l2,0.03,False,,strict,25911,427,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+gene_holdout_rebalanced,test,1205,9430,155,mrr,0.07907081085504322,l2,0.03,False,,strict,25911,427,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+gene_holdout_rebalanced,test,1205,9430,155,auroc,0.8369289626988957,l2,0.03,False,,strict,25911,427,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+gene_holdout_rebalanced,test,1205,9430,155,auprc,0.22780542977422213,l2,0.03,False,,strict,25911,427,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+gene_holdout_rebalanced,train,3641,25911,427,recall_at_1,0.08514144465806098,l2,0.03,False,,strict,25911,427,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+gene_holdout_rebalanced,train,3641,25911,427,recall_at_3,0.09914858555341939,l2,0.03,False,,strict,25911,427,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+gene_holdout_rebalanced,train,3641,25911,427,recall_at_5,0.10464158198297172,l2,0.03,False,,strict,25911,427,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+gene_holdout_rebalanced,train,3641,25911,427,mrr,0.09319748385608849,l2,0.03,False,,strict,25911,427,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+gene_holdout_rebalanced,train,3641,25911,427,auroc,0.917143309279423,l2,0.03,False,,strict,25911,427,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+gene_holdout_rebalanced,train,3641,25911,427,auprc,0.2927505872733403,l2,0.03,False,,strict,25911,427,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+gene_holdout_rebalanced,val,699,4981,82,recall_at_1,0.0815450643776824,l2,0.03,False,,strict,25911,427,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+gene_holdout_rebalanced,val,699,4981,82,recall_at_3,0.09298998569384835,l2,0.03,False,,strict,25911,427,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+gene_holdout_rebalanced,val,699,4981,82,recall_at_5,0.09585121602288985,l2,0.03,False,,strict,25911,427,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+gene_holdout_rebalanced,val,699,4981,82,mrr,0.08822594369173517,l2,0.03,False,,strict,25911,427,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+gene_holdout_rebalanced,val,699,4981,82,auroc,0.9100139899133223,l2,0.03,False,,strict,25911,427,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+gene_holdout_rebalanced,val,699,4981,82,auprc,0.32852506205580484,l2,0.03,False,,strict,25911,427,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+enhancer_cluster_holdout,test,819,5961,85,recall_at_1,0.06837606837606838,l2,0.03,False,,strict,28117,485,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+enhancer_cluster_holdout,test,819,5961,85,recall_at_3,0.07814407814407814,l2,0.03,False,,strict,28117,485,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+enhancer_cluster_holdout,test,819,5961,85,recall_at_5,0.08058608058608059,l2,0.03,False,,strict,28117,485,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+enhancer_cluster_holdout,test,819,5961,85,mrr,0.07483170345489186,l2,0.03,False,,strict,28117,485,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+enhancer_cluster_holdout,test,819,5961,85,auroc,0.8503924238177232,l2,0.03,False,,strict,28117,485,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+enhancer_cluster_holdout,test,819,5961,85,auprc,0.2556344343152359,l2,0.03,False,,strict,28117,485,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+enhancer_cluster_holdout,train,3913,28117,485,recall_at_1,0.0833120368004089,l2,0.03,False,,strict,28117,485,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+enhancer_cluster_holdout,train,3913,28117,485,recall_at_3,0.09941221569128546,l2,0.03,False,,strict,28117,485,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+enhancer_cluster_holdout,train,3913,28117,485,recall_at_5,0.10503450038333759,l2,0.03,False,,strict,28117,485,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+enhancer_cluster_holdout,train,3913,28117,485,mrr,0.09225383789337277,l2,0.03,False,,strict,28117,485,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+enhancer_cluster_holdout,train,3913,28117,485,auroc,0.9126695330081961,l2,0.03,False,,strict,28117,485,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+enhancer_cluster_holdout,train,3913,28117,485,auprc,0.31327569834946356,l2,0.03,False,,strict,28117,485,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+enhancer_cluster_holdout,val,813,6244,94,recall_at_1,0.07872078720787208,l2,0.03,False,,strict,28117,485,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+enhancer_cluster_holdout,val,813,6244,94,recall_at_3,0.09225092250922509,l2,0.03,False,,strict,28117,485,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+enhancer_cluster_holdout,val,813,6244,94,recall_at_5,0.0971709717097171,l2,0.03,False,,strict,28117,485,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+enhancer_cluster_holdout,val,813,6244,94,mrr,0.08713011604664488,l2,0.03,False,,strict,28117,485,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+enhancer_cluster_holdout,val,813,6244,94,auroc,0.9135391800726518,l2,0.03,False,,strict,28117,485,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+enhancer_cluster_holdout,val,813,6244,94,auprc,0.3030438683143857,l2,0.03,False,,strict,28117,485,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
diff --git a/results/s2t/gasperini_gse120861/learned_proxy_v2_rich_without_contact_strict_c0p03_slice_metrics.csv b/results/s2t/gasperini_gse120861/learned_proxy_v2_rich_without_contact_strict_c0p03_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..aa237984cb045b66a8f3ba794afb3e17eef0c7b3
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_proxy_v2_rich_without_contact_strict_c0p03_slice_metrics.csv
@@ -0,0 +1,1495 @@
+split_family,split,slice,n_regions,n_pairs,n_positive,metric,value,logistic_penalty,logistic_c,tuned,tune_metric,training_label_policy,n_fit_pairs,n_fit_positive,model_name,model_version
+random,test,all_labeled,832,6103,96,recall_at_1,0.07572115384615384,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,all_labeled,832,6103,96,recall_at_3,0.0889423076923077,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,all_labeled,832,6103,96,recall_at_5,0.09014423076923077,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,all_labeled,832,6103,96,mrr,0.0828518486721612,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,all_labeled,832,6103,96,auroc,0.8882744437045669,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,all_labeled,832,6103,96,auprc,0.27783153131425364,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_1,0.9433962264150944,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_3,1.0,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,positive_target_nearest,53,499,63,recall_at_5,1.0,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,positive_target_nearest,53,499,63,mrr,0.9716981132075472,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,positive_target_nearest,53,499,63,auroc,0.9622105723023154,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,positive_target_nearest,53,499,63,auprc,0.8637672014582889,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,positive_target_non_nearest,37,510,50,recall_at_1,0.5405405405405406,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,positive_target_non_nearest,37,510,50,recall_at_3,0.7567567567567568,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,positive_target_non_nearest,37,510,50,recall_at_5,0.7837837837837838,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,positive_target_non_nearest,37,510,50,mrr,0.6603442728442728,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,positive_target_non_nearest,37,510,50,auroc,0.7526521739130435,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,positive_target_non_nearest,37,510,50,auprc,0.4534074987507964,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,positive_target_nearest_only,46,392,46,recall_at_1,0.9347826086956522,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,positive_target_nearest_only,46,392,46,recall_at_3,1.0,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,positive_target_nearest_only,46,392,46,recall_at_5,1.0,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,positive_target_nearest_only,46,392,46,mrr,0.967391304347826,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,positive_target_nearest_only,46,392,46,auroc,0.9811510429756221,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,positive_target_nearest_only,46,392,46,auprc,0.8967392225032711,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,positive_target_non_nearest_only,30,403,33,recall_at_1,0.43333333333333335,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,positive_target_non_nearest_only,30,403,33,recall_at_3,0.7,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,positive_target_non_nearest_only,30,403,33,recall_at_5,0.7333333333333333,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,positive_target_non_nearest_only,30,403,33,mrr,0.5810912698412698,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,positive_target_non_nearest_only,30,403,33,auroc,0.6909090909090909,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,positive_target_non_nearest_only,30,403,33,auprc,0.31856488192707083,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,distance_0_10kb,26,326,27,recall_at_1,0.9615384615384616,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,distance_0_10kb,26,326,27,recall_at_3,1.0,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,distance_0_10kb,26,326,27,recall_at_5,1.0,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,distance_0_10kb,26,326,27,mrr,0.9807692307692307,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,distance_0_10kb,26,326,27,auroc,0.9878607704694661,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,distance_0_10kb,26,326,27,auprc,0.8825283104322691,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,distance_10_50kb,26,282,34,recall_at_1,0.8846153846153846,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,distance_10_50kb,26,282,34,recall_at_3,1.0,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,distance_10_50kb,26,282,34,recall_at_5,1.0,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,distance_10_50kb,26,282,34,mrr,0.9423076923076923,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,distance_10_50kb,26,282,34,auroc,0.9341793168880456,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,distance_10_50kb,26,282,34,auprc,0.8025559843006085,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,distance_50_100kb,19,120,24,recall_at_1,0.7368421052631579,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,distance_50_100kb,19,120,24,recall_at_3,0.9473684210526315,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,distance_50_100kb,19,120,24,recall_at_5,1.0,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,distance_50_100kb,19,120,24,mrr,0.8438596491228069,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,distance_50_100kb,19,120,24,auroc,0.8984375,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,distance_50_100kb,19,120,24,auprc,0.7620952507437998,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,distance_100_500kb,15,226,23,recall_at_1,0.4,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,distance_100_500kb,15,226,23,recall_at_3,0.6,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,distance_100_500kb,15,226,23,recall_at_5,0.6,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,distance_100_500kb,15,226,23,mrr,0.5075793650793651,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,distance_100_500kb,15,226,23,auroc,0.6451060184193618,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
+random,test,distance_100_500kb,15,226,23,auprc,0.27496437474741964,l2,0.03,False,,strict,28048,458,proxy_v2_rich_without_contact_strict_c0p03,0.1.0
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diff --git a/results/s2t/gasperini_gse120861/learned_pu_set_molecular_fold_meta.csv b/results/s2t/gasperini_gse120861/learned_pu_set_molecular_fold_meta.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7a27ad91e366cb92a27aec68a3c98877c105bcb2
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_pu_set_molecular_fold_meta.csv
@@ -0,0 +1,6 @@
+split_family,prior,n_train_pairs,n_train_positive
+chromosome_fold_1,0.051060162484645844,31316,533
+chromosome_fold_2,0.04965491406619549,32021,530
+chromosome_fold_3,0.04665752314031124,34271,533
+chromosome_fold_4,0.05132766254246235,30919,529
+chromosome_fold_5,0.04862488992512226,32761,531
diff --git a/results/s2t/gasperini_gse120861/learned_regime_ensemble_calibrated_molecular_lgbm_g005_weights.csv b/results/s2t/gasperini_gse120861/learned_regime_ensemble_calibrated_molecular_lgbm_g005_weights.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d5fafcc684d7a013793a7a88cd7d0739293bf6d2
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_regime_ensemble_calibrated_molecular_lgbm_g005_weights.csv
@@ -0,0 +1,41 @@
+split_family,regime,regime_policy,objective,weight_step,objective_value,tuning_source,n_tune_pairs,n_tune_regions,n_tune_positive,weight__calibrated,weight__molecular_lgbm,weight__gene_group_lgbm,constraint_min_strict_auprc,constraint_primary_slice,constraint_secondary_slice,constraint_secondary_weight,constraint_selection_status,constraint_tune_strict_auprc,constraint_tune_objective,score_transform
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diff --git a/results/s2t/gasperini_gse120861/learned_residual_deepset_calibrated_gate_v1_candidate_metrics.csv b/results/s2t/gasperini_gse120861/learned_residual_deepset_calibrated_gate_v1_candidate_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..7f28cdd68c4f953be29821d32b6644c31e8056c0
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_residual_deepset_calibrated_gate_v1_candidate_metrics.csv
@@ -0,0 +1,1501 @@
+split_family,tuning_source,candidate,residual_source,residual_weight,gate_mode,min_abs_distance,tune_strict_auprc,tune_non_nearest_auprc,tune_distance_100_500kb_auprc,meets_strict_floor
+chromosome,same_split_family_validation,conservative__w0__all_0,conservative,0.0,all,0.0,0.3081394826481102,0.25983620063374213,0.20337500663587618,True
+chromosome,same_split_family_validation,conservative__w0__all_100000,conservative,0.0,all,100000.0,0.3081394826481102,0.25983620063374213,0.20337500663587618,True
+chromosome,same_split_family_validation,conservative__w0__all_250000,conservative,0.0,all,250000.0,0.3081394826481102,0.25983620063374213,0.20337500663587618,True
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diff --git a/results/s2t/gasperini_gse120861/learned_residual_deepset_calibrated_gate_v1_selections.csv b/results/s2t/gasperini_gse120861/learned_residual_deepset_calibrated_gate_v1_selections.csv
new file mode 100644
index 0000000000000000000000000000000000000000..c1195e69eafa44d025f24e1022f68d51000f6db7
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_residual_deepset_calibrated_gate_v1_selections.csv
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diff --git a/results/s2t/gasperini_gse120861/learned_residual_deepset_sweep_highconf_s0p75_l20p02_g2_slice_metrics.csv b/results/s2t/gasperini_gse120861/learned_residual_deepset_sweep_highconf_s0p75_l20p02_g2_slice_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d8c90b68088af175b5dd2beaae6f59f6e950a94e
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_residual_deepset_sweep_highconf_s0p75_l20p02_g2_slice_metrics.csv
@@ -0,0 +1,1495 @@
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diff --git a/results/s2t/gasperini_gse120861/learned_residual_deepset_sweep_highconf_s0p75_l20p1_g2_metrics.csv b/results/s2t/gasperini_gse120861/learned_residual_deepset_sweep_highconf_s0p75_l20p1_g2_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..b0a4fc2531e1fedbc51f4349cba7e82f3eb72f0b
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_residual_deepset_sweep_highconf_s0p75_l20p1_g2_metrics.csv
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diff --git a/results/s2t/gasperini_gse120861/learned_s2t_proxy_v2_without_coupling_interactions_logistic_metrics.csv b/results/s2t/gasperini_gse120861/learned_s2t_proxy_v2_without_coupling_interactions_logistic_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..2702c92366770745736f67dfd9115b794e4bc149
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_s2t_proxy_v2_without_coupling_interactions_logistic_metrics.csv
@@ -0,0 +1,151 @@
+split_family,split,n_regions,n_pairs,n_positive,metric,value,logistic_penalty,logistic_c,tuned,tune_metric,training_label_policy,n_fit_pairs,n_fit_positive,model_name,model_version
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diff --git a/results/s2t/gasperini_gse120861/learned_s2t_proxy_v2_without_re2g_inputs_logistic_metrics.csv b/results/s2t/gasperini_gse120861/learned_s2t_proxy_v2_without_re2g_inputs_logistic_metrics.csv
new file mode 100644
index 0000000000000000000000000000000000000000..5e73a61191a5f34619154dafe36ef5abe19ad26e
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/learned_s2t_proxy_v2_without_re2g_inputs_logistic_metrics.csv
@@ -0,0 +1,151 @@
+split_family,split,n_regions,n_pairs,n_positive,metric,value,logistic_penalty,logistic_c,tuned,tune_metric,training_label_policy,n_fit_pairs,n_fit_positive,model_name,model_version
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diff --git a/results/s2t/gasperini_gse120861/residual_sweep_summary.csv b/results/s2t/gasperini_gse120861/residual_sweep_summary.csv
new file mode 100644
index 0000000000000000000000000000000000000000..d807d14fbdf6ab2c62f51773f4752e515acb7ce6
--- /dev/null
+++ b/results/s2t/gasperini_gse120861/residual_sweep_summary.csv
@@ -0,0 +1,7 @@
+model_name,output_prefix,training_label_policy,residual_scale,residual_l2_weight,non_nearest_group_weight,status,strict_auprc,strict_auroc,strict_recall_at_1,strict_mrr,non_nearest_auprc,distance_100_500kb_auprc,mean_abs_residual_logit,meets_strict_floor,selection_rank
+residual_deepset_sweep_highconf_s0p75_l20p02_g2,learned_residual_deepset_sweep_highconf_s0p75_l20p02_g2,high_confidence,0.75,0.02,2.0,complete,0.28019573272547355,0.8794725377322912,0.07975962977622937,0.08812519234647906,0.3251560365046335,0.46732777304759887,0.7240437790860265,True,1.0
+residual_deepset_sweep_highconf_s0p75_l20p05_g2,learned_residual_deepset_sweep_highconf_s0p75_l20p05_g2,high_confidence,0.75,0.05,2.0,complete,0.2780831880322504,0.8780806706618807,0.08025233230769621,0.08829185491334401,0.3260893289724367,0.4580613926355726,0.5672128229105461,False,2.0
+residual_deepset_sweep_highconf_s0p75_l20p02_g4,learned_residual_deepset_sweep_highconf_s0p75_l20p02_g4,high_confidence,0.75,0.02,4.0,complete,0.2763409839071004,0.8776743935749358,0.07960923478370432,0.0878486259635075,0.32132805339945797,0.46465776288549937,0.7106738745986089,False,3.0
+residual_deepset_sweep_highconf_s0p75_l20p05_g4,learned_residual_deepset_sweep_highconf_s0p75_l20p05_g4,high_confidence,0.75,0.05,4.0,complete,0.2731481577816643,0.8760360915729354,0.079113078517914,0.08770733223951829,0.3264511012185879,0.46712255883345166,0.5955653671910836,False,4.0
+residual_deepset_sweep_highconf_s0p75_l20p1_g4,learned_residual_deepset_sweep_highconf_s0p75_l20p1_g4,high_confidence,0.75,0.1,4.0,complete,0.27111594426435903,0.8788864355689372,0.07943155295504208,0.08785273412891381,0.33262739466887625,0.4645434381064769,0.4172248011805765,False,5.0
+residual_deepset_sweep_highconf_s0p75_l20p1_g2,learned_residual_deepset_sweep_highconf_s0p75_l20p1_g2,high_confidence,0.75,0.1,2.0,complete,0.2689506657548334,0.8794158367546725,0.07825056244461161,0.08751604194814708,0.3276439646769132,0.47062304970220525,0.41571990432987505,False,6.0