| { |
| "weights": { |
| "xgboost": 0.4, |
| "lightgbm": 0.35, |
| "catboost": 0.25 |
| }, |
| "optimal_threshold": 0.16446829069780428, |
| "feature_columns": [ |
| "dater_age", |
| "dated_age", |
| "age_difference", |
| "same_race_importance_for_dater", |
| "same_religion_importance_for_dater", |
| "attractiveness_importance_for_dated", |
| "sincerity_importance_for_dated", |
| "intelligence_importance_for_dated", |
| "humor_importance_for_dated", |
| "ambition_importance_for_dated", |
| "shared_interests_importance_for_dated", |
| "attractiveness_score_of_dater_from_dated", |
| "sincerity_score_of_dater_from_dated", |
| "intelligence_score_of_dater_from_dated", |
| "humor_score_of_dater_from_dated", |
| "ambition_score_of_dater_from_dated", |
| "shared_interests_score_of_dater_from_dated", |
| "attractiveness_importance_for_dater", |
| "sincerity_importance_for_dater", |
| "intelligence_importance_for_dater", |
| "humor_importance_for_dater", |
| "ambition_importance_for_dater", |
| "shared_interests_importance_for_dater", |
| "self_reported_attractiveness_of_dater", |
| "self_reported_sincerity_of_dater", |
| "self_reported_intelligence_of_dater", |
| "self_reported_humor_of_dater", |
| "self_reported_ambition_of_dater", |
| "reported_attractiveness_of_dated_from_dater", |
| "reported_sincerity_of_dated_from_dater", |
| "reported_intelligence_of_dated_from_dater", |
| "reported_humor_of_dated_from_dater", |
| "reported_ambition_of_dated_from_dater", |
| "reported_shared_interests_of_dated_from_dater", |
| "dater_interest_in_sports", |
| "dater_interest_in_tvsports", |
| "dater_interest_in_exercise", |
| "dater_interest_in_dining", |
| "dater_interest_in_museums", |
| "dater_interest_in_art", |
| "dater_interest_in_hiking", |
| "dater_interest_in_gaming", |
| "dater_interest_in_clubbing", |
| "dater_interest_in_reading", |
| "dater_interest_in_tv", |
| "dater_interest_in_theater", |
| "dater_interest_in_movies", |
| "dater_interest_in_concerts", |
| "dater_interest_in_music", |
| "dater_interest_in_shopping", |
| "dater_interest_in_yoga", |
| "interests_correlation", |
| "expected_satisfaction_of_dater", |
| "expected_number_of_likes_of_dater_from_20_people", |
| "expected_number_of_dates_for_dater", |
| "dater_liked_dated", |
| "probability_dated_wants_to_date", |
| "attractiveness_perception_gap", |
| "attractiveness_mutual_score", |
| "attractiveness_perception_product", |
| "sincerity_perception_gap", |
| "sincerity_mutual_score", |
| "sincerity_perception_product", |
| "intelligence_perception_gap", |
| "intelligence_mutual_score", |
| "intelligence_perception_product", |
| "humor_perception_gap", |
| "humor_mutual_score", |
| "humor_perception_product", |
| "ambition_perception_gap", |
| "ambition_mutual_score", |
| "ambition_perception_product", |
| "attractiveness_value_fulfillment_dater", |
| "sincerity_value_fulfillment_dater", |
| "intelligence_value_fulfillment_dater", |
| "humor_value_fulfillment_dater", |
| "ambition_value_fulfillment_dater", |
| "attractiveness_self_awareness_gap", |
| "sincerity_self_awareness_gap", |
| "intelligence_self_awareness_gap", |
| "humor_self_awareness_gap", |
| "ambition_self_awareness_gap", |
| "total_perception_gap", |
| "total_mutual_score", |
| "total_value_fulfillment", |
| "total_self_awareness_gap", |
| "expectation_meets_reality", |
| "confidence_calibration", |
| "age_gap_abs", |
| "age_gap_squared", |
| "dater_is_older", |
| "combined_age", |
| "interest_diversity", |
| "interest_intensity", |
| "max_interest", |
| "min_interest", |
| "interest_range", |
| "importance_concentration_dater", |
| "max_importance_dater", |
| "importance_concentration_dated", |
| "importance_alignment_0", |
| "importance_alignment_1", |
| "importance_alignment_2", |
| "importance_alignment_3", |
| "importance_alignment_4", |
| "importance_alignment_5", |
| "total_importance_alignment", |
| "dater_race_encoded", |
| "dated_race_encoded", |
| "race_match", |
| "is_dater_male_int", |
| "are_same_race_int", |
| "already_met_int" |
| ], |
| "model_files": { |
| "xgboost": "xgboost_model.joblib", |
| "lightgbm": "lightgbm_model.joblib", |
| "catboost": "catboost_model.cbm" |
| }, |
| "metrics": { |
| "auc_roc": 0.8911758101938478, |
| "auc_pr": 0.6984966289637278, |
| "f1": 0.6350710900473934, |
| "accuracy": 0.8530534351145038 |
| } |
| } |
