{
  "auc_cv_old": 0.887,
  "auc_cv_monotone": 0.853,
  "features_new": [
    "num_seqs",
    "num_sites",
    "median_pos_dist"
  ],
  "monotonic_cst": [
    1,
    1,
    1
  ],
  "dist_floor": 0.001,
  "model_class": "HistGradientBoostingClassifier",
  "golden_old_vs_new": [
    {
      "input3": [
        100,
        300,
        0.05
      ],
      "old_prob": 0.9144,
      "new_prob": 0.9429
    },
    {
      "input3": [
        5,
        100,
        0.005
      ],
      "old_prob": 0.0285,
      "new_prob": 0.0673
    },
    {
      "input3": [
        50,
        200,
        0.02
      ],
      "old_prob": 0.7121,
      "new_prob": 0.4482
    },
    {
      "input3": [
        10,
        50,
        0.01
      ],
      "old_prob": 0.114,
      "new_prob": 0.1395
    },
    {
      "input3": [
        318,
        600,
        0.12
      ],
      "old_prob": 0.9878,
      "new_prob": 0.9941
    },
    {
      "input3": [
        58,
        150,
        0.008
      ],
      "old_prob": 0.4262,
      "new_prob": 0.547
    },
    {
      "input3": [
        20,
        80,
        0.03
      ],
      "old_prob": 0.1781,
      "new_prob": 0.2794
    },
    {
      "input3": [
        200,
        400,
        0.09
      ],
      "old_prob": 0.9468,
      "new_prob": 0.9815
    },
    {
      "input3": [
        8,
        30,
        0.002
      ],
      "old_prob": 0.0599,
      "new_prob": 0.0053
    },
    {
      "input3": [
        500,
        1000,
        0.2
      ],
      "old_prob": 0.9944,
      "new_prob": 1.0
    },
    {
      "input3": [
        3,
        10,
        0.0
      ],
      "old_prob": 0.0093,
      "new_prob": 0.0001
    },
    {
      "input3": [
        75,
        250,
        0.045
      ],
      "old_prob": 0.8565,
      "new_prob": 0.8265
    }
  ],
  "note": "scored from the .pkl (sklearn). ONNX re-export must be done in the devs' skl2onnx env (see comment)."
}