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

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

## Documentation for package ‘localModel’ version 0.5

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package NEWS
- Package README

## 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