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-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