Table 3.

Ten-fold CV results of the Sox2 data set

Method	CV-cor	SD	Method	CV-cor	SD
LR-SO	0.358 (0%)	0.049	LR-Full	0.494 (38%)	0.044
Step-SO	0.513 (43%)	0.043	Step-Full	0.509 (42%)	0.046
NN-SO	0.364 (2%)	0.053	Step+NN	0.465 (30%)	0.047
MARS	0.553 (54%)	0.050	SVM	0.526 (47%)	0.044
Boost	0.560 (56%)	0.047	BART	0.572 (60%)	0.038

The same notations and definitions of tuning parameters are used as in Table 1.