Research Article

Robust Proximal Support Vector Regression Based on Maximum Correntropy Criterion

Table 6

The average ranks of these algorithms on benchmark datasets without outliers.

AlgorithmRMSEMAESSE/SSTSSR/SST

LSSVR4.755.054.852.4
PSVR4.154.64.153.1
WLSSVR-H3.93.43.53.9
WLSSVR-L4.22.954.43.5
RLSSVR-MCC2.42.752.24.05
RPSVR-MCC1.62.251.94.05