richardangell/GbmExplainR: Decompose gbm predictions into feature contributions + bias

Package to explain gbm predictions. Works with the gbm package. The main feature of this package is the ability to decompose gbm predictions into feature contributions + bias. There is also functionality to plot tree structures along with terminal node paths for specific observations.

Getting started

Package details

AuthorRichard Angell <[email protected]>
MaintainerRichard Angell <[email protected]>
LicenseGNU General Public License v3.0
Version0.1.1
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("richardangell/GbmExplainR")
richardangell/GbmExplainR documentation built on Sept. 24, 2018, 4:10 p.m.