Spaces:
Sleeping
Sleeping
| { | |
| "model_type": "CatBoostClassifier", | |
| "top_features": [ | |
| "Need for Support", | |
| "Recieved Support", | |
| "Abuse", | |
| "Disease before pregnancy", | |
| "Occupation before latest pregnancy", | |
| "Pregnancy plan", | |
| "Relationship with husband", | |
| "Major changes or losses during pregnancy", | |
| "Relationship with the in-laws", | |
| "Birth compliancy", | |
| "Relationship between father and newborn", | |
| "Education Level", | |
| "Family type", | |
| "Diseases during pregnancy", | |
| "Trust and share feelings", | |
| "Relationship with the newborn", | |
| "Occupation After Your Latest Childbirth", | |
| "Age", | |
| "Addiction", | |
| "Husband's education level" | |
| ], | |
| "best_params": { | |
| "subsample": 0.8, | |
| "learning_rate": 0.025, | |
| "l2_leaf_reg": 10, | |
| "iterations": 300, | |
| "depth": 5, | |
| "colsample_bylevel": 0.8 | |
| }, | |
| "thresholds": { | |
| "clinical_safety": 0.3, | |
| "optimal_f1": 0.20671326184410363, | |
| "youden_index": 0.550614358431436 | |
| }, | |
| "feature_count": 20 | |
| } |