artifacts_final/catboost_metadata.json

{
    "model_type": "CatBoostClassifier",
    "features_used": [
        "Need for Support",
        "Recieved Support",
        "Abuse",
        "Disease before pregnancy",
        "Pregnancy plan",
        "Relationship with the in-laws",
        "Relationship with husband",
        "Occupation before latest pregnancy",
        "Major changes or losses during pregnancy",
        "Relationship with the newborn",
        "Family type",
        "Diseases during pregnancy",
        "Relationship between father and newborn",
        "Husband's education level",
        "Trust and share feelings",
        "Birth compliancy",
        "Education Level",
        "Occupation After Your Latest Childbirth",
        "Addiction",
        "Age"
    ],
    "feature_count": 20,
    "model_parameters": {
        "depth": 6,
        "l2_leaf_reg": 5,
        "eval_metric": "F1",
        "iterations": 800,
        "learning_rate": 0.015,
        "loss_function": "Logloss"
    },
    "thresholds": {
        "optimal_balanced": 0.4099999999999998,
        "description": "Selected to maximize Accuracy while keeping Recall > 90% on train data."
    }
}