BaggedBEST: Performs Bootstrap Aggregating of BEST trees
Description
Performs Bootstrap Aggregating of BEST trees
Usage
BaggedBEST(Data, VA, NoT = 50, Size = 50)
Arguments
Data
A data set (Data Frame): Can take on both numerical and categorical predictors. Last column of the data set must be the Repsonse Variable (Categorical Variables only)
VA
Variable Availability structure
NoT
Number of Trees in the bag
Size
Minimal Number of Observation within a leaf needed for partitionning (default is 50)
# NOT RUN {n <- 500
Data <- BESTree::Data[1:n,]
d <- ncol(Data)-1VA <- ForgeVA(d,1,0,0,0)
Size <- 50
NoT <- 10
Fit <- BESTree::BaggedBEST(Data,VA,NoT,Size)
# }