best_params_catboost.json

{
  "pca_outliers_compon_min_expl_var": 0.3521045184497489,
  "pca_outliers_score_distribution": "normal",
  "living_lot_ratio": true,
  "spaciousness": false,
  "outside_sf_features": true,
  "outdoor_area_type_count": false,
  "a2l_lot_area": "enable_drop",
  "a2l_total_bsmt_sf": "disable",
  "a2l_first_flr_sf": "disable",
  "a2l_gr_liv_area": "disable",
  "coalesce_mssubclass": "disable",
  "GrLivArea_BldgType_interaction": "disable",
  "garage_interaction": false,
  "exterior_interaction": true,
  "overall_interaction": true,
  "basement_interaction": true,
  "basement_num_cat_interaction": true,
  "pool_num_cat_interaction": false,
  "group_LotArea_by_MSZoning": true,
  "group_GrLivArea_by_MSSubClass": false,
  "group_LotArea_by_MSSubClass": true,
  "group_GrLivArea_by_HouseStyle": true,
  "area_features_cluster_labels": 9,
  "area_features_cluster_distances": 15,
  "pca_replace_num_features": 0,
  "n_clusters_labels_pca": 11,
  "cluster_labels_pca_features_count": 30,
  "n_clusters_distances_pca": 7,
  "cluster_distances_pca_features_count": 14,
  "basement_sf_pca": false,
  "target_encoder": true,
  "max_acceptable_nan": 0.11352702557833981,
  "min_mutual_info_score": 0.007539091012842199,
  "simple_imputer": false,
  "log_quantile_transform_numeric": null,
  "catboost_iterations": 7657,
  "catboost_learning_rate": 0.013038680410097994,
  "catboost_l2_leaf_reg": 4,
  "catboost_random_strength": 0.0479014817267622,
  "catboost_early_stopping_rounds": 14,
  "catboost_depth": 5,
  "catboost_subsample": 0.6192770345762606,
  "catboost_bagging_temperature": 0.09690984798868421,
  "catboost_colsample_bylevel": 0.1313914681422102,
  "catboost_min_data_in_leaf": 13
}