ModelOriented/breakDown2: Model Agnostic Local Variable Attributions for Individual Predictions Explanations

Model agnostic tool for decomposition of predictions from black boxes. Break Down Table shows contributions of every variable to a final prediction. Break Down Plot presents variable contributions in a concise graphical way. This package works for binary classifiers and general regression models.

Getting started

Package details

Maintainer
LicenseGPL-2
Version0.9.0
URL https://pbiecek.github.io/breakDown2/
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("ModelOriented/breakDown2")
ModelOriented/breakDown2 documentation built on Nov. 30, 2018, 5:48 p.m.