CRAN/E | CollapseLevels

CollapseLevels

Collapses Levels, Computes Information Value and WoE

Installation

About

Contains functions to help in selecting and exploring features ( or variables ) in binary classification problems. Provides functions to compute and display information value and weight of evidence (WoE) of the variables , and to convert numeric variables to categorical variables by binning. Functions are also provided to determine which levels ( or categories ) of a categorical variable can be collapsed (or combined ) based on their response rates. The functions provided only work for binary classification problems.

Key Metrics

Version 0.3.0
Published 2020-06-04 1415 days ago
Needs compilation? no
License GPL-2
CRAN checks CollapseLevels results

Downloads

Yesterday 8
Last 7 days 26 -26%
Last 30 days 163 -7%
Last 90 days 723 +36%
Last 365 days 2.326 -30%

Maintainer

Maintainer

Krishanu Mukherjee

toton1181@gmail.com

Authors

Krishanu Mukherjee

Material

Reference manual
Package source

Vignettes

"CollapseLevels"

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

CollapseLevels archive

Depends

magrittr

Imports

dplyr
lazyeval
ggplot2

Suggests

knitr
rmarkdown