Descriptive mAchine Learning EXplanations

Documentation for package ‘DALEX’ version 0.2.0

apartments	Apartments Data
apartmentsTest	Apartments Data
explain	Create Model Explainer
loss_root_mean_square	Loss from Variable Dropout
loss_sum_of_squares	Loss from Variable Dropout
model_performance	Model Performance Plots
plot.model_performance_explainer	Model Performance Plots
plot.prediction_breakdown_explainer	Plots Local Explanations (Single Prediction)
plot.variable_importance_explainer	Plots Global Model Explanations (Variable Importance)
plot.variable_response_explainer	Plots Marginal Model Explanations (Single Variable Responses)
prediction_breakdown	Explanations for a Single Prediction
print.explainer	Prints Explainer Summary
print.model_performance_explainer	Model Performance Summary
single_prediction	Explanations for a Single Prediction
single_variable	Marginal Response for a Single Variable
theme_mi2	MI^2 Theme
variable_dropout	Loss from Variable Dropout
variable_importance	Loss from Variable Dropout
variable_response	Marginal Response for a Single Variable