localModel: localModel: LIME-like explanations with interpretable...

Description Important functions


This package implements LIME-like explanation method (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.#'

Important functions

individual_surrogate_model generates an explanation for a single prediction with interpretable features based on Ceteris Paribus profiles. plot.local_surrogate_explainer plots the explanation.

localModel documentation built on Sept. 14, 2021, 5:12 p.m.