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

Table 2 Test averaged RMSE values for five standard data sets

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

ISSN: 1758-2946