| { |
| "10": { |
| "test_spearman_mean": 0.8622, |
| "test_spearman_sd": 0.0845, |
| "test_calibrated_mae_pts": 5.42, |
| "random_test_spearman_mean": 0.6817, |
| "test_pair_agreement": { |
| "more than 10 points": { |
| "n_pairs": 10064, |
| "agreement_pct": 91.5 |
| }, |
| "5 to 10 points": { |
| "n_pairs": 4670, |
| "agreement_pct": 72.0 |
| }, |
| "2 to 5 points": { |
| "n_pairs": 3143, |
| "agreement_pct": 46.2 |
| }, |
| "under 2 points": { |
| "n_pairs": 1940, |
| "agreement_pct": 41.3 |
| } |
| }, |
| "methods_chosen": [ |
| "stratified_1", |
| "stratified_1", |
| "stratified_2", |
| "climb_restart_0", |
| "greedy_climb", |
| "stratified_5", |
| "stratified_1", |
| "climb_restart_0", |
| "stratified_3", |
| "stratified_2", |
| "stratified_5", |
| "stratified_1", |
| "greedy", |
| "stratified_3", |
| "stratified_2", |
| "stratified_4", |
| "stratified_5", |
| "greedy", |
| "stratified_1", |
| "stratified_5", |
| "greedy_climb", |
| "stratified_1", |
| "stratified_1", |
| "climb_restart_2", |
| "stratified_1", |
| "stratified_5", |
| "stratified_2", |
| "climb_restart_1", |
| "stratified_3", |
| "greedy" |
| ] |
| }, |
| "12": { |
| "test_spearman_mean": 0.886, |
| "test_spearman_sd": 0.1015, |
| "test_calibrated_mae_pts": 4.99, |
| "random_test_spearman_mean": 0.7146, |
| "test_pair_agreement": { |
| "more than 10 points": { |
| "n_pairs": 10064, |
| "agreement_pct": 93.4 |
| }, |
| "5 to 10 points": { |
| "n_pairs": 4670, |
| "agreement_pct": 79.1 |
| }, |
| "2 to 5 points": { |
| "n_pairs": 3143, |
| "agreement_pct": 51.4 |
| }, |
| "under 2 points": { |
| "n_pairs": 1940, |
| "agreement_pct": 43.2 |
| } |
| }, |
| "methods_chosen": [ |
| "stratified_5", |
| "stratified_1", |
| "stratified_4", |
| "climb_restart_1", |
| "stratified_4", |
| "climb_restart_0", |
| "stratified_1", |
| "climb_restart_1", |
| "stratified_3", |
| "climb_restart_1", |
| "stratified_5", |
| "climb_restart_1", |
| "climb_restart_1", |
| "stratified_3", |
| "climb_restart_1", |
| "stratified_4", |
| "stratified_5", |
| "greedy", |
| "stratified_1", |
| "stratified_3", |
| "greedy_climb", |
| "stratified_2", |
| "stratified_1", |
| "stratified_2", |
| "stratified_1", |
| "climb_restart_0", |
| "stratified_1", |
| "climb_restart_2", |
| "stratified_4", |
| "climb_restart_1" |
| ] |
| }, |
| "15": { |
| "test_spearman_mean": 0.8779, |
| "test_spearman_sd": 0.0868, |
| "test_calibrated_mae_pts": 5.08, |
| "random_test_spearman_mean": 0.7492, |
| "test_pair_agreement": { |
| "more than 10 points": { |
| "n_pairs": 10064, |
| "agreement_pct": 95.8 |
| }, |
| "5 to 10 points": { |
| "n_pairs": 4670, |
| "agreement_pct": 75.1 |
| }, |
| "2 to 5 points": { |
| "n_pairs": 3143, |
| "agreement_pct": 49.4 |
| }, |
| "under 2 points": { |
| "n_pairs": 1940, |
| "agreement_pct": 36.9 |
| } |
| }, |
| "methods_chosen": [ |
| "stratified_3", |
| "climb_restart_1", |
| "stratified_1", |
| "climb_restart_1", |
| "greedy", |
| "stratified_5", |
| "stratified_1", |
| "stratified_3", |
| "stratified_3", |
| "stratified_2", |
| "stratified_4", |
| "stratified_5", |
| "stratified_5", |
| "stratified_3", |
| "stratified_4", |
| "stratified_4", |
| "climb_restart_2", |
| "stratified_2", |
| "climb_restart_0", |
| "stratified_3", |
| "greedy", |
| "stratified_2", |
| "stratified_1", |
| "stratified_5", |
| "stratified_1", |
| "stratified_4", |
| "climb_restart_2", |
| "climb_restart_0", |
| "stratified_5", |
| "greedy" |
| ] |
| }, |
| "20": { |
| "test_spearman_mean": 0.8869, |
| "test_spearman_sd": 0.0705, |
| "test_calibrated_mae_pts": 5.44, |
| "random_test_spearman_mean": 0.7979, |
| "test_pair_agreement": { |
| "more than 10 points": { |
| "n_pairs": 10064, |
| "agreement_pct": 95.9 |
| }, |
| "5 to 10 points": { |
| "n_pairs": 4670, |
| "agreement_pct": 78.1 |
| }, |
| "2 to 5 points": { |
| "n_pairs": 3143, |
| "agreement_pct": 53.1 |
| }, |
| "under 2 points": { |
| "n_pairs": 1940, |
| "agreement_pct": 40.7 |
| } |
| }, |
| "methods_chosen": [ |
| "stratified_5", |
| "stratified_1", |
| "stratified_4", |
| "climb_restart_0", |
| "climb_restart_0", |
| "stratified_3", |
| "greedy", |
| "climb_restart_2", |
| "climb_restart_0", |
| "stratified_3", |
| "stratified_5", |
| "stratified_2", |
| "stratified_3", |
| "climb_restart_1", |
| "greedy", |
| "climb_restart_0", |
| "climb_restart_1", |
| "stratified_2", |
| "climb_restart_0", |
| "stratified_5", |
| "climb_restart_2", |
| "stratified_4", |
| "stratified_1", |
| "climb_restart_0", |
| "stratified_2", |
| "stratified_5", |
| "climb_restart_1", |
| "climb_restart_2", |
| "stratified_5", |
| "climb_restart_1" |
| ] |
| }, |
| "30": { |
| "test_spearman_mean": 0.8955, |
| "test_spearman_sd": 0.0738, |
| "test_calibrated_mae_pts": 4.75, |
| "random_test_spearman_mean": 0.8467, |
| "test_pair_agreement": { |
| "more than 10 points": { |
| "n_pairs": 10064, |
| "agreement_pct": 97.8 |
| }, |
| "5 to 10 points": { |
| "n_pairs": 4670, |
| "agreement_pct": 80.9 |
| }, |
| "2 to 5 points": { |
| "n_pairs": 3143, |
| "agreement_pct": 62.9 |
| }, |
| "under 2 points": { |
| "n_pairs": 1940, |
| "agreement_pct": 36.4 |
| } |
| }, |
| "methods_chosen": [ |
| "stratified_3", |
| "stratified_1", |
| "stratified_2", |
| "climb_restart_2", |
| "stratified_4", |
| "stratified_5", |
| "stratified_1", |
| "climb_restart_0", |
| "climb_restart_0", |
| "stratified_5", |
| "climb_restart_0", |
| "stratified_1", |
| "stratified_3", |
| "stratified_5", |
| "stratified_4", |
| "climb_restart_0", |
| "climb_restart_0", |
| "stratified_1", |
| "stratified_2", |
| "climb_restart_0", |
| "climb_restart_0", |
| "stratified_2", |
| "stratified_1", |
| "stratified_5", |
| "stratified_4", |
| "stratified_4", |
| "greedy", |
| "climb_restart_2", |
| "climb_restart_1", |
| "greedy_climb" |
| ] |
| }, |
| "full_benchmark_split_half_spearman": 0.9743 |
| } |
