API for ModelOriented/forester
Quick and Simple Tools for Training and Testing of Tree-Based Models
| Global functions | |
|---|---|
| adult | Man page |
| basic_info | Man page Source code |
| best_model_predict | Man page Source code |
| binarize_target | Man page Source code |
| boruta_selection | Man page Source code |
| calculate_confusion_matrixes | Source code |
| check_cor | Man page Source code |
| check_data | Man page Source code |
| check_dim | Man page Source code |
| check_duplicate_col | Man page Source code |
| check_missing | Man page Source code |
| check_outliers | Man page Source code |
| check_static | Man page Source code |
| check_y_balance | Man page Source code |
| colors_discrete_forester | Man page Source code |
| colors_diverging_forester | Man page Source code |
| compas | Man page |
| custom_preprocessing | Man page Source code |
| delete_correlated_values | Man page Source code |
| delete_id_columns | Man page Source code |
| detect_id_columns | Man page Source code |
| draw_boxplot | Man page Source code |
| draw_confusion_matrix | Man page Source code |
| draw_feature_importance | Man page Source code |
| draw_radar_plot | Man page Source code |
| draw_rmse_plot | Man page Source code |
| draw_roc_plot | Man page Source code |
| draw_scatterplot | Man page Source code |
| explain | Man page Source code |
| fertility | Man page |
| find_duplicate_columns | Man page Source code |
| guess_type | Man page Source code |
| impute_basic | Man page Source code |
| impute_knn | Man page Source code |
| impute_mice | Man page Source code |
| lisbon | Man page |
| lymph | Man page |
| manage_missing | Man page Source code |
| metric_function_null | Source code |
| model_performance_accuracy | Source code |
| model_performance_accuracy_multi | Source code |
| model_performance_auc | Source code |
| model_performance_balanced_accuracy | Source code |
| model_performance_f1 | Source code |
| model_performance_macro_f1 | Source code |
| model_performance_macro_precision | Source code |
| model_performance_macro_recall | Source code |
| model_performance_mad | Source code |
| model_performance_mae | Source code |
| model_performance_micro_f1 | Source code |
| model_performance_micro_precision | Source code |
| model_performance_micro_recall | Source code |
| model_performance_mse | Source code |
| model_performance_precision | Source code |
| model_performance_r2 | Source code |
| model_performance_recall | Source code |
| model_performance_rmse | Source code |
| model_performance_sensitivity | Source code |
| model_performance_specificity | Source code |
| model_performance_weighted_f1 | Source code |
| model_performance_weighted_precision | Source code |
| model_performance_weighted_recall | Source code |
| plot.binary_clf | Man page Source code |
| plot.multiclass | Man page Source code |
| plot.regression | Man page Source code |
| pre_rm_static_cols | Man page Source code |
| predict_models_all | Man page Source code |
| predict_new | Man page Source code |
| prepare_data | Man page Source code |
| preprocessing | Man page Source code |
| preprocessing_feature_selection | Man page Source code |
| preprocessing_imputation | Man page Source code |
| preprocessing_removal | Man page Source code |
| random_search | Man page Source code |
| report | Man page Source code |
| rm_correlated_columns | Man page Source code |
| rm_corrupted_observations | Man page Source code |
| rm_duplicate_columns | Man page Source code |
| rm_id_like_columns | Man page Source code |
| rm_sparse_columns | Man page Source code |
| rm_static_cols | Man page Source code |
| save_deleted_columns | Man page Source code |
| save_forest | Man page Source code |
| score_models | Man page Source code |
| select_boruta | Man page Source code |
| select_mcfs | Man page Source code |
| select_mi_varrank | Man page Source code |
| select_models | Man page Source code |
| select_vi | Man page Source code |
| testing_data | Man page |
| theme_forester | Man page Source code |
| train | Man page Source code |
| train_models | Man page Source code |
| train_models_bayesopt | Man page Source code |
| train_test_balance | Man page Source code |
| verbose_cat | Man page Source code |
