PUBLIC_C {RKEEL} | R Documentation |
PUBLIC_C KEEL Classification Algorithm
Description
PUBLIC_C Classification Algorithm from KEEL.
Usage
PUBLIC_C(train, test, nodesBetweenPrune, estimateToPrune)
Arguments
train |
Train dataset as a data.frame object |
test |
Test dataset as a data.frame object |
nodesBetweenPrune |
nodesBetweenPrune. Default value = 25 |
estimateToPrune |
estimateToPrune. Default value = "PUBLIC(1)" |
Value
A data.frame with the actual and predicted classes for both train
and test
datasets.
Examples
data_train <- RKEEL::loadKeelDataset("iris_train")
data_test <- RKEEL::loadKeelDataset("iris_test")
#Create algorithm
algorithm <- RKEEL::PUBLIC_C(data_train, data_test)
#Run algorithm
algorithm$run()
#See results
algorithm$testPredictions
[Package RKEEL version 1.3.4 Index]