R: Extension for 'DALEX' Package

# Extension for 'DALEX' Package

## Documentation for package ‘DALEXtra’ version 2.3.1

- DESCRIPTION file
- Package NEWS

## Help Pages

champion_challenger | Compare machine learning models
create_env | Create your conda virtual env with DALEX
dalex_load_explainer | DALEX load explainer
explain_h2o | Create explainer from your h2o model
explain_keras | Wrapper for Python Keras Models
explain_mlr | Create explainer from your mlr model
explain_mlr3 | Create explainer from your mlr model
explain_scikitlearn | Wrapper for Python Scikit-Learn Models
explain_tidymodels | Create explainer from your tidymodels workflow.
explain_xgboost | Create explainer from your xgboost model
funnel_measure | Caluculate difference in performance in models across different categories
model_info.GraphLearner | Exract info from model
model_info.H2OBinomialModel | Exract info from model
model_info.H2OMultinomialModel | Exract info from model
model_info.H2ORegressionModel | Exract info from model
model_info.keras | Exract info from model
model_info.LearnerClassif | Exract info from model
model_info.LearnerRegr | Exract info from model
model_info.model_stack | Exract info from model
model_info.scikitlearn_model | Exract info from model
model_info.workflow | Exract info from model
model_info.WrappedModel | Exract info from model
model_info.xgb.Booster | Exract info from model
model_type.dalex_explainer | Instance Level Surrogate Models
overall_comparison | Compare champion with challengers globally
plot.funnel_measure | Funnel plot for difference in measures
plot.overall_comparison | Plot function for overall_comparison
plot.predict_surrogate_lime | Instance Level Surrogate Models
plot.training_test_comparison | Plot and compare performance of model between training and test set
predict_model.dalex_explainer | Instance Level Surrogate Models
predict_parts | Instance Level Surrogate Models
predict_parts_break_down | Instance Level Surrogate Models
predict_parts_ibreak_down | Instance Level Surrogate Models
predict_parts_shap | Instance Level Surrogate Models
predict_surrogate | Instance Level Surrogate Models
predict_surrogate_iml | Instance Level Surrogate Models
predict_surrogate_lime | Instance Level Surrogate Models
predict_surrogate_local_model | Instance Level Surrogate Models
print.funnel_measure | Print funnel_measure object
print.overall_comparison | Print overall_comparison object
print.scikitlearn_set | Prints scikitlearn_set class
print.training_test_comparison | Print funnel_measure object
training_test_comparison | Compare performance of model between training and test set
yhat.GraphLearner | Wrapper over the predict function
yhat.H2OBinomialModel | Wrapper over the predict function
yhat.H2OMultinomialModel | Wrapper over the predict function
yhat.H2ORegressionModel | Wrapper over the predict function
yhat.keras | Wrapper over the predict function
yhat.LearnerClassif | Wrapper over the predict function
yhat.LearnerRegr | Wrapper over the predict function
yhat.model_stack | Wrapper over the predict function
yhat.scikitlearn_model | Wrapper over the predict function
yhat.workflow | Wrapper over the predict function
yhat.WrappedModel | Wrapper over the predict function
yhat.xgb.Booster | Wrapper over the predict function