best_params_enet.json

{
  "pca_outliers_compon_min_expl_var": 0.15676597280159815,
  "pca_outliers_score_distribution": "uniform",
  "living_lot_ratio": false,
  "spaciousness": true,
  "outside_sf_features": false,
  "outdoor_area_type_count": false,
  "a2l_lot_area": "enable",
  "a2l_total_bsmt_sf": "enable_drop",
  "a2l_first_flr_sf": "disable",
  "a2l_gr_liv_area": "enable",
  "coalesce_mssubclass": "enable_drop",
  "GrLivArea_BldgType_interaction": "enable_drop",
  "garage_interaction": true,
  "exterior_interaction": false,
  "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": false,
  "group_GrLivArea_by_HouseStyle": false,
  "area_features_cluster_labels": 9,
  "area_features_cluster_distances": 7,
  "pca_replace_num_features": 0,
  "n_clusters_labels_pca": 13,
  "cluster_labels_pca_features_count": 14,
  "n_clusters_distances_pca": 28,
  "cluster_distances_pca_features_count": 6,
  "basement_sf_pca": true,
  "target_encoder": true,
  "max_acceptable_nan": 0.0345505313614619,
  "min_mutual_info_score": 0.0017260615859535154,
  "simple_imputer": false,
  "log_quantile_transform_numeric": "log",
  "enet_selection": "cyclic",
  "enet_alpha": 1.300552633069198,
  "enet_l1_ratio": 0.44339141668657467
}