RKEEL (version 1.3.4)

UniformFrequency_D: UniformFrequency_D KEEL Preprocess Algorithm

Description

UniformFrequency_D Preprocess Algorithm from KEEL.

Usage

UniformFrequency_D(train, test, numIntervals, seed)

Value

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

Arguments

train

Train dataset as a data.frame object

test

Test dataset as a data.frame object

numIntervals

numIntervals. Default value = 10

seed

Seed for random numbers. If it is not assigned a value, the seed will be a random number

Examples

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

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

#Run algorithm
algorithm$run()

#See results
algorithm$preprocessed_test