WoE_fit: WoE_fit

In 2econsulting/rAutoFE:

Description

train for WoE and information value.

Usage

WoE_fit(data, target.var, pred.var = NA)

Arguments

data	data.table object.
target.var	A character representing the name of the binary variable
pred.var	character vector column names

Examples

library(rAutoFE)
data(churn)
churn <- as.data.table(churn)
churn[,'target'] <- ifelse(churn[,Churn.] == "False.", 0, 1)
churn$Account.Length[1:500] <- NA
splits <- splitFrame(dt = churn, ratio = c(0.5, 0.3), seed = 1234)
train <- splits[[1]]
valid <- splits[[2]]
test <- splits[[3]]
fit_info <- WoE_fit(data = train, target.var = "target", pred.var = c("Day.Charge", "Account.Length", "State"))

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