JSzitas/categoryEncodings: Category Variable Encodings

Simple, fast, and automatic encodings for category data using a data.table backend. Most of the methods are an implementation of Johannemann, Hadad, Athey, Wager (2019) <arXiv:1908.09874>, particularly their 'means', "sPCA", "low-rank" and "multinomial logit".

Getting started

Package details

Maintainer
LicenseGPL-3
Version1.4.3
URL https://github.com/JSzitas/categoryEncodings
Package repositoryView on GitHub
Installation Install the latest version of this package by entering the following in R:
install.packages("remotes")
remotes::install_github("JSzitas/categoryEncodings")
JSzitas/categoryEncodings documentation built on Feb. 3, 2020, 5:44 a.m.