RKEEL (version 1.3.3)

LVF_IEP_FS: LVF_IEP_FS KEEL Preprocess Algorithm

Description

LVF_IEP_FS Preprocess Algorithm from KEEL.

Usage

LVF_IEP_FS(train, test, paramKNN, maxLoops, inconAllow, seed)

Arguments

train

Train dataset as a data.frame object

test

Test dataset as a data.frame object

paramKNN

paramKNN. Default value = 1

maxLoops

maxLoops. Default value = 770

inconAllow

inconAllow. Default value = 0

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

# NOT RUN {
#data_train <- RKEEL::loadKeelDataset("car_train")
#data_test <- RKEEL::loadKeelDataset("car_test")

#Create algorithm
#algorithm <- RKEEL::LVF_IEP_FS(data_train, data_test)
#algorithm <- RKEEL::LVF_IEP_FS(data_train, data_test, maxLoops = 30)

#Run algorithm
#algorithm$run()

#See results
#algorithm$preprocessed_test
# }