Interpretable Machine Learning

Documentation for package ‘iml’ version 0.3.0

iml-package	Make machine learning models and predictions interpretable
FeatureImp	Feature importance
Ice	Individual conditional expectations (Ice)
iml	Make machine learning models and predictions interpretable
LocalModel	LocalModel
Partial	Partial Dependence and Individual Conditional Expectation
PartialDependence	Partial Dependence Plot
plot.FeatureImp	Plot Feature Importance
plot.Ice	Plot ICE (Individual Conditional Expectation)
plot.LocalModel	Plot Local Model
plot.Partial	Plot Partial Dependence
plot.PartialDependence	Plot Partial Dependence
plot.Shapley	Plot Shapley
plot.TreeSurrogate	Plot Tree Surrogate
predict.LocalModel	Predict LocalModel
predict.TreeSurrogate	Predict Tree Surrogate
Predictor	Predictor object
Shapley	Prediction explanations with game theory
TreeSurrogate	Decision tree surrogate model