Skip to main content

Advertisement

TableĀ 2 Test averaged RMSE values for five standard data sets

From: RRegrs: an R package for computer-aided model selection with multiple regression models

RRegrs method Housing Computer hardware Red wine quality Automobile Parkinson telemonitoring
LM 0.007 0.001 0.002 0.076 0.034
GLM 0.007 0.001 0.002 0.076 0.034
PLS 0.011 0.001 0.003 0.094 0.035
LASSO 0.007 0.001 0.002 0.074 0.034
ENET 0.007 0.001 0.002 0.075 0.034
SVRM 0.005 0.001 0.002 0.067 0.022
NN 0.007 0.001 0.002 0.075 0.034
RF 0.005 0.001 0.002 0.052 0.006
RF-RFE 0.005 0.001 0.002 0.052 0.013
SVM-RFE 0.008 0.002 0.002 0.113 0.027