Proportional-D: Proportional_D KEEL Preprocess Algorithm

In RKEEL: Using 'KEEL' in R Code

Proportional_D KEEL Preprocess Algorithm

Description

Proportional_D Preprocess Algorithm from KEEL.

Usage

Proportional_D(train, test, seed)

Arguments

train	Train dataset as a data.frame object
test	Test dataset as a data.frame object
seed	Seed for random numbers. If it is not assigned a value, the seed will be a random number

Value

A data.frame with the preprocessed data for both train and test datasets.

Examples

data_train <- RKEEL::loadKeelDataset("car_train")
data_test <- RKEEL::loadKeelDataset("car_test")

#Create algorithm
algorithm <- RKEEL::Proportional_D(data_train, data_test)

#Run algorithm
algorithm$run()

#See results
algorithm$preprocessed_test

RKEEL documentation built on Sept. 15, 2023, 1:08 a.m.