CleanAttributes-TR: CleanAttributes_TR KEEL Preprocess Algorithm

Description Usage Arguments Value Examples

Description

CleanAttributes_TR Preprocess Algorithm from KEEL.

Usage

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CleanAttributes_TR(train, test)

Arguments

train

Train dataset as a data.frame object

test

Test dataset as a data.frame object

Value

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

Examples

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

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

#Run algorithm
algorithm$run()

#See results
algorithm$preprocessed_test

RKEEL documentation built on Aug. 10, 2017, 5:05 p.m.