Research Article

Novel Feature Selection Method for Nonlinear Support Vector Regression

Table 4

The optimal parameters of real-world datasets.

Data setsRegressorC

TrafficFS-NSVR
L1-SVR
Lp-SVR
L1-LSSVR`

StudentFS-NSVR
L1-SVR
Lp-SVR
L1-LSSVR

CNNFS-NSVR
L1-SVR
Lp-SVR
L1-LSSVR

CommunityFS-NSVR
L1-SVR
Lp-SVR
L1-LSSVR

PakinsonFS-NSVR
L1-SVR
Lp-SVR
L1-LSSVR

Bold values refer to the best performing regressors under each criterion.