AllKNN-TSS: AllKNN_TSS KEEL Preprocess Algorithm

In RKEEL: Using Keel in R Code

Description

AllKNN_TSS Preprocess Algorithm from KEEL.

Usage

AllKNN_TSS(train, test, k, distance)

Arguments

train	Train dataset as a data.frame object
test	Test dataset as a data.frame object
k	k. Default value = 3
distance	distance. Default value = "Euclidean"

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::AllKNN_TSS(data_train, data_test)

#Run algorithm
algorithm$run()

#See results
algorithm$preprocessed_test

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