MI2DataLab/live: Local Interpretable (Model-Agnostic) Visual Explanations
Version 0.2.0

This package helps to understand key factors that drive the decision made by complicated predictive model (so called black box model). This is achieved through local approximations that are either based on additive regression like model or CART like model that allows for higher interactions.

Getting started

Package details

MaintainerMateusz Staniak <[email protected]>
LicenseMIT
Version0.2.0
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("devtools")
library(devtools)
install_github("MI2DataLab/live")
MI2DataLab/live documentation built on Dec. 10, 2017, 7:49 a.m.