bin4numeric_transform: bin4numeric_transform

Description Usage Arguments Examples

View source: R/bin4numeric.R

Description

bin4numeric_transform

Usage

1

Arguments

dt

data.table object

Examples

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library(data.table)
library(binr)
library(rAutoFE)
library(rAutoFS)
library(h2o)
data(churn)
churn <- as.data.table(churn)
splits <- rAutoFE::splitFrame(dt=churn, ratio = c(0.5, 0.3), seed = 1234)
train <- splits[[1]]
valid <- splits[[2]]
test  <- splits[[3]]
h2o.init()
data_hex <- as.h2o(rbind(train, valid))
y = "Churn."
x = colnames(data_hex)[colnames(data_hex)!=y]
ml <- autoFS(data_hex, x, y, num_of_model=5, num_of_vi=10)
fit <- bin4numeric_fit(dt=train, vi=ml$top_vi)
bin4numeric_transform(dt=train, fit=fit)
bin4numeric_transform(dt=valid, fit=fit)
bin4numeric_transform(dt=test, fit=fit)

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