Models

Selected values

RMSE

MAE

R2

RBFNN

size = 20

maxit = 1000

0.1281168

0.0860183

0.7421976

RF

mtry = 5

ntree = 100

0.09955914

0.06559628

0.8225986

HM

n.trees = 100

interaction.depth = 2

shrinkage = 0.8

0.007307837

0.005467172

0.9991087