rAutoFE
- title : Auto Feature Engineering in R
- author : 2e Consulting DS Lab jacobgreen1984@2e.co.kr
What's New
- splitFrame update (2018-07-05)
- tryCatch function update (2018-06-23)
- impute module update (2018-06-23)
feature engineering process
- baseline model
- variable importance
- lagging/descriptiveStatistics (optional)
- numeric tansform
- numeric binning
- weight of evidence
- frequency, target categorical encoding
- interaction features
- error analysis
install
library(devtools)
install_github("2econsulting/rAutoFE")
library(rAutoFE)