Extract_cont_splits {ForestDisc}

Internal function: Continuous split extraction from Random Forest

Description

Extraction of the splits learned by random forest regarding continuous predictors.

Usage

Extract_cont_splits(SelectedTREES)

Arguments

SelectedTREES

The output of the function RF2Selectedtrees()

Value

List with 2 components:

continuous_var

Vector of continuous predictors.

continuous_splits

Data frame of splits learned by random forest algorithm regarding continuous predictors.

Author(s)

Haddouchi Maïssae

Examples

data(iris)
Mydata=iris
id_target=5
set.seed(1234)
X=Mydata[,1:(id_target-1)]
Y=Mydata[,id_target]
ntree=50
RFTREES=RF2Selectedtrees(X,Y,ntree)
RFCONTSPLITS=Extract_cont_splits(RFTREES)