Extension for 'DALEX' Package

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Documentation for package ‘DALEXtra’ version 2.3.0

• 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