experiment_log.json

{
    "model": "XGBoost",
    "best_parameters": {
        "colsample_bytree": 0.8,
        "learning_rate": 0.1,
        "max_depth": 9,
        "n_estimators": 300,
        "subsample": 0.8
    },
    "metrics": {
        "accuracy": 0.6406449961607371,
        "precision": 0.7194363862411935,
        "recall": 0.7048315062931384,
        "f1_score": 0.712059064807219,
        "confusion_matrix": [
            [
                767,
                677
            ],
            [
                727,
                1736
            ]
        ]
    }
}