Models configuration

enable_constant_model

enable_decision_tree

enable_glm

enable_xgboost_gbm

enable_lightgbm

enable_tensorflow

enable_grownet

enable_ftrl

enable_rulefit

enable_zero_inflated_models

enable_xgboost_rf

enable_xgboost_gbm_dask

enable_lightgbm_dask

hyperopt_shift_leak

hyperopt_shift_leak_per_column

num_inner_hyperopt_trials_prefinal

num_inner_hyperopt_trials_final

num_hyperopt_individuals_final

optuna_pruner

optuna_sampler

enable_xgboost_hyperopt_callback

enable_lightgbm_hyperopt_callback

enable_xgboost_dart

enable_xgboost_dart_dask

enable_xgboost_rf_dask

enable_lightgbm_boosting_types

enable_lightgbm_multiclass_balancing

enable_lightgbm_cat_support

enable_lightgbm_linear_tree

enable_lightgbm_extra_trees

lightgbm_monotone_constraints_method

lightgbm_monotone_penalty

enable_lightgbm_cuda_support

show_constant_model

xgboost_reg_objectives

xgboost_reg_metrics

xgboost_binary_metrics

lightgbm_reg_objectives

lightgbm_reg_metrics

lightgbm_binary_objectives

lightgbm_binary_metrics

lightgbm_multi_metrics

tweedie_variance_power_list

huber_alpha_list

fair_c_list

poisson_max_delta_step_list

quantile_alpha

reg_lambda_glm_default

params_lightgbm

params_xgboost

params_xgboost_rf

params_dart

params_tensorflow

params_gblinear

params_decision_tree

params_rulefit

params_ftrl

params_grownet

params_tune_mode

params_final_auto_adjust

params_tune_lightgbm

params_tune_xgboost

params_tune_xgboost_rf

params_tune_decision_tree

params_tune_dart

params_tune_tensorflow

params_tune_gblinear

params_tune_rulefit

params_tune_ftrl

params_tune_grownet

max_nestimators

fixed_max_nestimators

n_estimators_list_no_early_stopping

min_learning_rate_final

max_learning_rate_final

max_nestimators_feature_evolution_factor

min_learning_rate

max_learning_rate

lock_ga_to_final_trees

tune_learning_rate

max_epochs

max_max_depth

max_max_bin

rulefit_max_num_rules

rulefit_max_tree_depth

rulefit_max_num_trees

fixed_ensemble_level

cross_validate_single_final_model

ensemble_meta_learner

cross_validate_meta_learner

parameter_tuning_num_models

parameter_tuning_num_models_sequence

parameter_tuning_num_models_extra

num_tuning_instances

imbalance_sampling_method

imbalance_sampling_threshold_min_rows_original

imbalance_ratio_sampling_threshold

heavy_imbalance_ratio_sampling_threshold

imbalance_sampling_number_of_bags

imbalance_sampling_max_number_of_bags

imbalance_sampling_max_number_of_bags_feature_evolution

imbalance_sampling_max_multiple_data_size

imbalance_sampling_target_minority_fraction

ftrl_max_interaction_terms_per_degree

enable_bootstrap

booster_for_fs_permute

model_class_name_for_fs_permute

switch_from_tree_to_lgbm_if_can

default_booster

default_model_class_name

tensorflow_added_num_classes_switch

tensorflow_num_classes_switch

prediction_intervals

prediction_intervals_alpha

pred_labels

max_abs_score_delta_train_valid

max_rel_score_delta_train_valid

glm_lambda_search_by_eval_metric

enable_early_stopping_threshold

glm_optimal_refit

dump_modelparams_every_scored_indiv