best_params_ridge.json

{
  "pca_outliers_compon_min_expl_var": 0.643179173453164,
  "pca_outliers_score_distribution": "uniform",
  "living_lot_ratio": true,
  "spaciousness": false,
  "outside_sf_features": false,
  "outdoor_area_type_count": false,
  "a2l_lot_area": "enable_drop",
  "a2l_total_bsmt_sf": "enable_drop",
  "a2l_first_flr_sf": "enable_drop",
  "a2l_gr_liv_area": "disable",
  "coalesce_mssubclass": "enable",
  "GrLivArea_BldgType_interaction": "disable",
  "garage_interaction": true,
  "exterior_interaction": true,
  "overall_interaction": true,
  "basement_interaction": true,
  "basement_num_cat_interaction": true,
  "pool_num_cat_interaction": false,
  "group_LotArea_by_MSZoning": false,
  "group_GrLivArea_by_MSSubClass": false,
  "group_LotArea_by_MSSubClass": false,
  "group_GrLivArea_by_HouseStyle": false,
  "area_features_cluster_labels": 6,
  "area_features_cluster_distances": 21,
  "pca_replace_num_features": 6,
  "n_clusters_labels_pca": 9,
  "cluster_labels_pca_features_count": 20,
  "n_clusters_distances_pca": 29,
  "cluster_distances_pca_features_count": 1,
  "basement_sf_pca": false,
  "target_encoder": true,
  "max_acceptable_nan": 0.00048401658660185334,
  "min_mutual_info_score": 0.006594125449177525,
  "simple_imputer": false,
  "log_quantile_transform_numeric": "log",
  "ridge_alpha": 10.996218159097683
}