LIME-Based Explanations with Interpretable Inputs Based on Ceteris Paribus Profiles

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Documentation for package ‘localModel’ version 0.5

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

gaussian_kernel	LIME kernel from the original article with sigma = 1.
identity_kernel	LIME kernel that treats all observations as equally similar to the observation of interest.
individual_surrogate_model	LIME-like explanations based on Ceteris Paribus curves
localModel	localModel: LIME-like explanations with interpretable features based on Ceteris Paribus profiles
plot.local_surrogate_explainer	Generic plot function for local surrogate explainers
plot_interpretable_feature	Plot Ceteris Paribus Profile and discretization
print.local_surrogate_explainer	Generic print function for local surrogate explainers