{
  "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
  }
}