localModel

Local explanations of machine learning models describe, how features contributed to a single prediction. This package implements an explanation method based on LIME (Local Interpretable Model-agnostic Explanations, see Tulio Ribeiro, Singh, Guestrin (2016) doi:10.1145/2939672.2939778) in which interpretable inputs are created based on local rather than global behaviour of each original feature.