README.md

In wojciechoblak/varbinq: Simplified processing categorized variables for binary models.

varbinq

varbinq provides quick, basic tools for simplified: one dimensonial exploration analysis, automatic slicing variables into bands in order to maximalize information value of the features and make linear relationship, coding Weight of Evidence values for each band in traits, graphical evaluation of the stability of characteristics. It works only with boolean type of dependent variable and only with categorial independent variables which are factor or boolean.

(mainly: spliting into bands, coding WOE, calculating IV and checking stability.)

Details how function works

If you use Rstudio, after instalation of package, you can click on the right-bottom panel on "packages" toolbar, select varbing package and read the help doc.

to install run in R following code: devtools::install_github("wojciechoblak/varbinq")

wojciechoblak/varbinq documentation built on May 4, 2019, 9:46 a.m.