API for DALEX
moDel Agnostic Language for Exploration and eXplanation
| Global functions | |
|---|---|
| .onAttach | Source code |
| HR | Man page |
| HRTest | Man page |
| HR_test | Man page |
| apartments | Man page |
| apartmentsTest | Man page |
| apartments_test | Man page |
| calculate_1d_changes | Source code |
| calculate_confusion_matrixes | Source code |
| calculate_order | Source code |
| call_order_func | Source code |
| check_if_multiclass | Source code |
| colors_breakdown_drwhy | Man page Source code |
| colors_discrete_drwhy | Man page Source code |
| colors_diverging_drwhy | Man page Source code |
| combine_explainers | Source code |
| covid | Man page |
| covid_spring | Man page |
| covid_summer | Man page |
| dragons | Man page |
| dragons_test | Man page |
| explain | Man page |
| explain.default | Man page Source code |
| feature_importance | Man page |
| fifa | Man page |
| generate_average_observation | Source code |
| get_pkg_ver_safe | Source code |
| happiness | Man page |
| happiness_test | Man page |
| happiness_train | Man page |
| individual_diagnostics | Man page |
| individual_profile | Man page |
| install_dependencies | Man page Source code |
| is_y_in_data | Source code |
| loss_accuracy | Man page Source code |
| loss_cross_entropy | Man page Source code |
| loss_default | Man page Source code |
| loss_one_minus_auc | Man page Source code |
| loss_root_mean_square | Man page Source code |
| loss_sum_of_squares | Man page Source code |
| loss_yardstick | Man page Source code |
| model_diagnostics | Man page Source code |
| model_info | Man page Source code |
| model_info.cv.glmnet | Man page Source code |
| model_info.default | Man page Source code |
| model_info.gbm | Man page Source code |
| model_info.glm | Man page Source code |
| model_info.glmnet | Man page Source code |
| model_info.lm | Man page Source code |
| model_info.lrm | Man page Source code |
| model_info.model_fit | Man page Source code |
| model_info.randomForest | Man page Source code |
| model_info.ranger | Man page Source code |
| model_info.rpart | Man page Source code |
| model_info.svm | Man page Source code |
| model_info.train | Man page Source code |
| model_parts | Man page Source code |
| model_performance | Man page Source code |
| model_performance_accuracy | Source code |
| model_performance_accuracy_multi | Source code |
| model_performance_auc | Source code |
| model_performance_f1 | Source code |
| model_performance_macro_f1 | Source code |
| model_performance_mad | Source code |
| model_performance_micro_f1 | 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_weighted_macro_auc | Source code |
| model_performance_weighted_macro_f1 | Source code |
| model_prediction | Man page Source code |
| model_profile | Man page Source code |
| plot.list | Man page Source code |
| plot.model_diagnostics | Man page Source code |
| plot.model_parts | Man page Source code |
| plot.model_performance | Man page Source code |
| plot.model_performance_boxplot | Source code |
| plot.model_performance_ecdf | Source code |
| plot.model_performance_gain | Source code |
| plot.model_performance_histogram | Source code |
| plot.model_performance_lift | Source code |
| plot.model_performance_prc | Source code |
| plot.model_performance_roc | Source code |
| plot.model_profile | Man page Source code |
| plot.model_profile_aggregates | Source code |
| plot.model_profile_points | Source code |
| plot.model_profile_profiles | Source code |
| plot.predict_diagnostics | Man page Source code |
| plot.predict_parts | Man page Source code |
| plot.predict_profile | Man page Source code |
| plot.shap_aggregated | Man page Source code |
| predict.explainer | Man page Source code |
| predict_diagnostics | Man page Source code |
| predict_parts | Man page Source code |
| predict_parts_break_down | Man page Source code |
| predict_parts_break_down_interactions | Man page Source code |
| predict_parts_ibreak_down | Man page |
| predict_parts_oscillations | Man page Source code |
| predict_parts_oscillations_emp | Man page Source code |
| predict_parts_oscillations_uni | Man page Source code |
| predict_parts_shap | Man page Source code |
| predict_parts_shap_aggregated | Man page Source code |
| predict_profile | Man page Source code |
| print.description | Man page Source code |
| print.explainer | Man page Source code |
| print.model_diagnostics | Man page Source code |
| print.model_info | Man page Source code |
| print.model_performance | Man page Source code |
| print.model_profile | Man page Source code |
| print.predict_diagnostics | Man page Source code |
| quick.installed.packages | Source code |
| raw_to_aggregated | Source code |
| residual_function_default | Source code |
| residual_function_multiclass | Source code |
| select_neighbors_id | Source code |
| select_only_k_features | Source code |
| set_theme_dalex | Man page Source code |
| shap_aggregated | Man page Source code |
| single_variable | Man page Source code |
| test_explainer | Source code |
| theme_default_dalex | Man page Source code |
| theme_drwhy | Man page Source code |
| theme_drwhy_vertical | Man page Source code |
| theme_ema | Man page Source code |
| theme_ema_vertical | Man page Source code |
| theme_vertical_default_dalex | Man page Source code |
| titanic | Man page |
| titanic_imputed | Man page |
| turn_probs_into_vector | Source code |
| update_data | Man page Source code |
| update_label | Man page Source code |
| variable_attribution | Man page |
| variable_effect | Man page Source code |
| variable_effect_accumulated_dependency | Man page Source code |
| variable_effect_partial_dependency | Man page Source code |
| variable_importance | Man page |
| variable_profile | Man page |
| verbose_cat | Source code |
| yhat | Man page Source code |
| yhat.cv.glmnet | Man page Source code |
| yhat.default | Man page Source code |
| yhat.function | Man page Source code |
| yhat.gbm | Man page Source code |
| yhat.glm | Man page Source code |
| yhat.glmnet | Man page Source code |
| yhat.lm | Man page Source code |
| yhat.lrm | Man page Source code |
| yhat.model_fit | Man page Source code |
| yhat.party | Man page Source code |
| yhat.randomForest | Man page Source code |
| yhat.ranger | Man page Source code |
| yhat.rpart | Man page Source code |
| yhat.svm | Man page Source code |
| yhat.train | Man page Source code |
