localModel is a successor to live package. It implements a variant of LIME method for explaining single predictions of black box machine learning models for tabular data. Interpretable features are created based on Ceteris Paribus plots.

To get started, install the newest version from GitHub.

devtools::install_github("ModelOriented/localModel")

To get help, see examples and details of the methodology, please refer to package website and vignettes.