특성 설정

feature_engineering_effort

check_distribution_shift

check_distribution_shift_drop

drop_features_distribution_shift_threshold_auc

check_leakage

drop_features_leakage_threshold_auc

leakage_max_data_size

max_features_importance

enable_wide_rules

orig_features_fs_report

max_rows_fs

max_orig_cols_selected

max_orig_nonnumeric_cols_selected

fs_orig_cols_selected

fs_orig_numeric_cols_selected

fs_orig_nonnumeric_cols_selected

max_relative_cardinality

num_as_cat

max_int_as_cat_uniques

max_fraction_invalid_numeric

nfeatures_max

ngenes_max

features_allowed_by_interpretability

monotonicity_constraints_interpretability_switch

monotonicity_constraints_correlation_threshold

monotonicity_constraints_log_level

monotonicity_constraints_drop_low_correlation_features

monotonicity_constraints_dict

max_feature_interaction_depth

fixed_feature_interaction_depth

enable_target_encoding

cvte_cv_in_cv

enable_lexilabel_encoding

enable_isolation_forest

enable_one_hot_encoding

isolation_forest_nestimators

drop_constant_columns

drop_id_columns

no_drop_features

cols_to_drop

cols_to_force_in

cols_to_group_by

sample_cols_to_group_by

agg_funcs_for_group_by

folds_for_group_by

mutation_mode

dump_varimp_every_scored_indiv

dump_trans_timings

compute_correlation

interaction_finder_gini_rel_improvement_threshold

interaction_finder_return_limit

enable_rapids_transformers

varimp_threshold_at_interpretability_10

stabilize_fs