README.md

In 2econsulting/rAutoFE:

rAutoFE

• title : Auto Feature Engineering in R
• author : 2e Consulting DS Lab [e-mail]

What's New

• splitFrame update (2018-07-05)
• tryCatch function update (2018-06-23)
• impute module update (2018-06-23)

feature engineering process

1) baseline model 2) variable importance 3) lagging/descriptiveStatistics (optional) 4) numeric tansform 5) numeric binning 6) weight of evidence 7) frequency, target categorical encoding 8) interaction features 9) error analysis

install

library(devtools)
install_github("2econsulting/rAutoFE")
library(rAutoFE)

2econsulting/rAutoFE documentation built on May 24, 2019, 2:49 p.m.