{
  "NR-AhR": {
    "objective": "binary",
    "metric": "auc",
    "verbosity": -1,
    "learning_rate": 0.04596965586436891,
    "num_leaves": 26,
    "max_depth": 11,
    "min_child_samples": 14,
    "feature_fraction": 0.9910514912963474,
    "bagging_fraction": 0.5143055600954589,
    "bagging_freq": 10,
    "reg_alpha": 1.514871105815587e-07,
    "reg_lambda": 1.0837426184192575e-05,
    "n_estimators": 500,
    "boosting_type": "gbdt",
    "n_jobs": -1,
    "random_state": 42,
    "best_iteration": 321,
    "val_auc": 0.8789764868603043
  },
  "NR-AR": {
    "objective": "binary",
    "metric": "auc",
    "verbosity": -1,
    "learning_rate": 0.17083936308641903,
    "num_leaves": 80,
    "max_depth": 3,
    "min_child_samples": 91,
    "feature_fraction": 0.9278238464266182,
    "bagging_fraction": 0.6395695127332895,
    "bagging_freq": 7,
    "reg_alpha": 5.1826386659948485,
    "reg_lambda": 0.1806421496400551,
    "n_estimators": 500,
    "boosting_type": "gbdt",
    "n_jobs": -1,
    "random_state": 42,
    "best_iteration": 1,
    "val_auc": 0.8547453703703702
  },
  "NR-AR-LBD": {
    "objective": "binary",
    "metric": "auc",
    "verbosity": -1,
    "learning_rate": 0.1992149524787967,
    "num_leaves": 180,
    "max_depth": 12,
    "min_child_samples": 49,
    "feature_fraction": 0.5650870342995183,
    "bagging_fraction": 0.5114405817018007,
    "bagging_freq": 2,
    "reg_alpha": 0.00012622761264931666,
    "reg_lambda": 1.2770493065015112e-08,
    "n_estimators": 500,
    "boosting_type": "gbdt",
    "n_jobs": -1,
    "random_state": 42,
    "best_iteration": 210,
    "val_auc": 0.9717741935483871
  },
  "NR-Aromatase": {
    "objective": "binary",
    "metric": "auc",
    "verbosity": -1,
    "learning_rate": 0.07977276592360394,
    "num_leaves": 225,
    "max_depth": 10,
    "min_child_samples": 10,
    "feature_fraction": 0.9900155440745377,
    "bagging_fraction": 0.8119652252471269,
    "bagging_freq": 2,
    "reg_alpha": 2.594339538659424e-06,
    "reg_lambda": 5.04193406028159e-07,
    "n_estimators": 1000,
    "boosting_type": "gbdt",
    "n_jobs": -1,
    "random_state": 42,
    "best_iteration": 62,
    "val_auc": 0.8483560090702948
  },
  "NR-ER": {
    "objective": "binary",
    "metric": "auc",
    "verbosity": -1,
    "learning_rate": 0.011154410439266932,
    "num_leaves": 193,
    "max_depth": 0,
    "min_child_samples": 13,
    "feature_fraction": 0.976937312627059,
    "bagging_fraction": 0.8101945461275061,
    "bagging_freq": 10,
    "reg_alpha": 3.712452767192828e-05,
    "reg_lambda": 2.4101531861104065e-07,
    "n_estimators": 500,
    "boosting_type": "gbdt",
    "n_jobs": -1,
    "random_state": 42,
    "best_iteration": 4,
    "val_auc": 0.7974683544303797
  },
  "NR-ER-LBD": {
    "objective": "binary",
    "metric": "auc",
    "verbosity": -1,
    "learning_rate": 0.002057546388429118,
    "num_leaves": 46,
    "max_depth": 7,
    "min_child_samples": 183,
    "feature_fraction": 0.9180640687080166,
    "bagging_fraction": 0.5266816009973788,
    "bagging_freq": 2,
    "reg_alpha": 0.4206611876821779,
    "reg_lambda": 0.024870165101451694,
    "n_estimators": 500,
    "boosting_type": "gbdt",
    "n_jobs": -1,
    "random_state": 42,
    "best_iteration": 18,
    "val_auc": 0.8347826086956521
  },
  "NR-PPAR-gamma": {
    "objective": "binary",
    "metric": "auc",
    "verbosity": -1,
    "learning_rate": 0.05900664732601199,
    "num_leaves": 235,
    "max_depth": 10,
    "min_child_samples": 73,
    "feature_fraction": 0.9286215997058814,
    "bagging_fraction": 0.6099533117515117,
    "bagging_freq": 8,
    "reg_alpha": 0.0002410679912248092,
    "reg_lambda": 2.2374585644452814e-05,
    "n_estimators": 50,
    "boosting_type": "gbdt",
    "n_jobs": -1,
    "random_state": 42,
    "best_iteration": 16,
    "val_auc": 0.8077025232403718
  },
  "SR-ARE": {
    "objective": "binary",
    "metric": "auc",
    "verbosity": -1,
    "learning_rate": 0.11683900433079997,
    "num_leaves": 25,
    "max_depth": 6,
    "min_child_samples": 121,
    "feature_fraction": 0.9155819290034379,
    "bagging_fraction": 0.6064835300540737,
    "bagging_freq": 6,
    "reg_alpha": 0.031558826962596216,
    "reg_lambda": 0.49750603290125384,
    "n_estimators": 1000,
    "boosting_type": "gbdt",
    "n_jobs": -1,
    "random_state": 42,
    "best_iteration": 313,
    "val_auc": 0.8194921070693205
  },
  "SR-ATAD5": {
    "objective": "binary",
    "metric": "auc",
    "verbosity": -1,
    "learning_rate": 0.1398668165886807,
    "num_leaves": 71,
    "max_depth": 12,
    "min_child_samples": 96,
    "feature_fraction": 0.86899957688569,
    "bagging_fraction": 0.7807007020967096,
    "bagging_freq": 10,
    "reg_alpha": 1.010171177179027e-08,
    "reg_lambda": 2.3747514557444565e-07,
    "n_estimators": 500,
    "boosting_type": "gbdt",
    "n_jobs": -1,
    "random_state": 42,
    "best_iteration": 126,
    "val_auc": 0.8749593495934959
  },
  "SR-HSE": {
    "objective": "binary",
    "metric": "auc",
    "verbosity": -1,
    "learning_rate": 0.15091207817136804,
    "num_leaves": 246,
    "max_depth": 0,
    "min_child_samples": 19,
    "feature_fraction": 0.7867053613239711,
    "bagging_fraction": 0.7013484568271124,
    "bagging_freq": 9,
    "reg_alpha": 0.0006360962863973946,
    "reg_lambda": 6.440534124809522e-05,
    "n_estimators": 500,
    "boosting_type": "gbdt",
    "n_jobs": -1,
    "random_state": 42,
    "best_iteration": 14,
    "val_auc": 0.92421875
  },
  "SR-MMP": {
    "objective": "binary",
    "metric": "auc",
    "verbosity": -1,
    "learning_rate": 0.19884775296113416,
    "num_leaves": 18,
    "max_depth": 11,
    "min_child_samples": 88,
    "feature_fraction": 0.9550517881195121,
    "bagging_fraction": 0.7860517484953123,
    "bagging_freq": 1,
    "reg_alpha": 0.030296963787402084,
    "reg_lambda": 0.8044239737357854,
    "n_estimators": 1000,
    "boosting_type": "gbdt",
    "n_jobs": -1,
    "random_state": 42,
    "best_iteration": 284,
    "val_auc": 0.9280613594287226
  },
  "SR-p53": {
    "objective": "binary",
    "metric": "auc",
    "verbosity": -1,
    "learning_rate": 0.1655358096626077,
    "num_leaves": 85,
    "max_depth": 0,
    "min_child_samples": 87,
    "feature_fraction": 0.8995086723685061,
    "bagging_fraction": 0.9621288945710826,
    "bagging_freq": 6,
    "reg_alpha": 0.001186616750567751,
    "reg_lambda": 0.00030749373152708483,
    "n_estimators": 1000,
    "boosting_type": "gbdt",
    "n_jobs": -1,
    "random_state": 42,
    "best_iteration": 132,
    "val_auc": 0.8038690476190476
  }
}