pbiecek/breakDown: Model Agnostic Explainers for Individual Predictions

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 work for binary classifiers and general regression models.

Getting started

Package details

Maintainer
LicenseGPL-2
Version0.2.0
URL https://pbiecek.github.io/breakDown/
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("pbiecek/breakDown")
pbiecek/breakDown documentation built on April 5, 2020, 8:55 p.m.