{
 "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
}