Package index • iml

All functions
`FeatureEffect`	Effect of a feature on predictions
`FeatureEffects`	Effect of a feature on predictions
`FeatureImp`	Feature importance
`Interaction`	Feature interactions
`InterpretationMethod`	Interpretation Method
`LocalModel`	LocalModel
`Partial`	Effect of one or two feature(s) on the model predictions (deprecated)
`Predictor`	Predictor object
`Shapley`	Prediction explanations with game theory
`TreeSurrogate`	Decision tree surrogate model
`extract(<glmnet.effects>)`	Extract glmnet effects
`has.predict()`	returns TRUE if object has predict function
`iml` `iml-package`	Make machine learning models and predictions interpretable
`order_levels()`	Order levels of a categorical features
`plot(<FeatureEffect>)`	Plot FeatureEffect
`plot(<FeatureEffects>)`	Plot FeatureEffect
`plot(<FeatureImp>)`	Plot Feature Importance
`plot(<Interaction>)`	Plot Interaction
`plot(<LocalModel>)`	Plot Local Model
`plot(<Shapley>)`	Plot Shapley
`plot(<TreeSurrogate>)`	Plot Tree Surrogate
`predict(<LocalModel>)`	Predict LocalModel
`predict(<TreeSurrogate>)`	Predict Tree Surrogate
`probs.to.labels()`	Turn class probabilities into class labels

Reference