OC_P8 / models /model_info.json
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{
"model_name": "lgbm_credit_scoring",
"version": "2",
"model_source": "models:/m-dbe6fc95d74c49a8bb4775a6b7516fcd",
"run_id": "b298ae7fcceb49118aa342716d79bb95",
"physical_path": "C:\\Users\\Kevin\\projects\\OC_P6\\mlartifacts\\3\\models\\m-dbe6fc95d74c49a8bb4775a6b7516fcd\\artifacts",
"exported_at": "2026-05-07T10:35:33.211492",
"metrics": {
"roc_auc_mean": 0.79,
"roc_auc_std": 0.0,
"pr_auc_mean": 0.28,
"pr_auc_std": 0.01,
"recall_mean": 0.68,
"recall_std": 0.04,
"precision_mean": 0.2,
"precision_std": 0.01,
"f1_mean": 0.3,
"f1_std": 0.01,
"fbeta_mean": 0.39,
"fbeta_std": 0.0,
"cost_mean": 23868.6,
"cost_std": 355.56,
"best_threshold_mean": 0.33,
"best_threshold_std": 0.03,
"test_roc_auc": 0.79,
"test_pr_auc": 0.28,
"test_recall": 0.71,
"test_precision": 0.18,
"test_f1": 0.29,
"test_fbeta": 0.38,
"test_cost": 29678.0
},
"params": {
"boosting_type": "gbdt",
"class_weight": "None",
"colsample_bytree": "0.801671563583984",
"importance_type": "split",
"learning_rate": "0.014287211983292707",
"max_depth": "-1",
"min_child_samples": "83",
"min_child_weight": "0.001",
"min_split_gain": "0.0",
"n_estimators": "773",
"n_jobs": "-1",
"num_leaves": "264",
"objective": "None",
"random_state": "42",
"reg_alpha": "6.930743941723339",
"reg_lambda": "0.4661687471215537",
"subsample": "0.8771054210270014",
"subsample_for_bin": "200000",
"subsample_freq": "0",
"model_name": "lgbm_optuna_best_full",
"sample_weight": "balanced",
"optimize_threshold": "True",
"n_trials": "100"
},
"n_features_expected": null,
"feature_names": null
}