Learn R Programming

catSplit (version 0.1.0)

Encode Categorical Variables with Split Information from CART

Description

Use primary and surrogate split information from CART (Classification and Regression Trees - Breiman L (1984)) as the vector representation for a categorical variable. Outputs binary columns for each categorical variable making use of target information.

Copy Link

Version

Install

install.packages('catSplit')

Monthly Downloads

13

Version

0.1.0

License

MIT + file LICENSE

Maintainer

Mine Gazioglu

Last Published

October 20th, 2021

Functions in catSplit (0.1.0)

catSplitEncoding

Encode categorical variables using split information of CART