frequencyEncoding_transform: frequencyEncoding_transform

In 2econsulting/rAutoFE:

Description

transform dataset using fit

Usage

frequencyEncoding_transform(dt, fit)

Arguments

dt	data.table object
fit	frequencyEncoding_fit object
x	character vector of independet variables

Examples

library(rAutoFE)
library(data.table)
data(churn, package = "rAutoFE")
data.table::setDT(churn)
splits <- rAutoFE::splitFrame(dt=churn, ratio = c(0.5, 0.3), seed = 1234)
train <- splits[[1]]
valid <- splits[[2]]
test  <- splits[[3]]
x = c("State","Area.Code")
y = "Churn."
fit <- rAutoFE::frequencyEncoding_fit(dt = train, x = x)
saveRDS(fit,"fit.rds")
rm(fit)
fit <- readRDS("fit.rds")
train <- rAutoFE::frequencyEncoding_transform(dt = train, fit = fit)
valid <- rAutoFE::frequencyEncoding_transform(dt = valid, fit = fit)
test  <- rAutoFE::frequencyEncoding_transform(dt = test, fit = fit)

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