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_confusion_matrixes Source code
check_if_multilabel 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
dragons Man page
dragons_test Man page
explain Man page
explain.default Man page Source code
feature_importance Man page
fifa Man page
get_pkg_ver_safe Source code
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
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.model_diagnostics 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_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_profile 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_shap 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
residual_function_default Source code
residual_function_multiclass Source code
select_neighbours_id Source code
single_variable Man page Source code
test_explainer Source code
theme_drwhy Man page Source code
theme_drwhy_vertical 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.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.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
DALEX documentation built on July 8, 2020, 7:17 p.m.