CART-R: CART_R KEEL Regression Algorithm

In RKEEL: Using 'KEEL' in R Code

CART_R KEEL Regression Algorithm

Description

CART_R Regression Algorithm from KEEL.

Usage

CART_R(train, test, maxDepth)

Arguments

train	Train dataset as a data.frame object
test	Test dataset as a data.frame object
maxDepth	maxDepth. Default value = 90

Value

A data.frame with the actual and predicted values for both train and test datasets.

Examples

data_train <- RKEEL::loadKeelDataset("autoMPG6_train")
data_test <- RKEEL::loadKeelDataset("autoMPG6_test")

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

#Run algorithm
algorithm$run()

#See results
algorithm$testPredictions

RKEEL documentation built on Sept. 15, 2023, 1:08 a.m.