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.
| Algorithm | RMSE | MAE | SSE/SST | SSR/SST |
| LSSVR | 4.75 | 5.05 | 4.85 | 2.4 | PSVR | 4.15 | 4.6 | 4.15 | 3.1 | WLSSVR-H | 3.9 | 3.4 | 3.5 | 3.9 | WLSSVR-L | 4.2 | 2.95 | 4.4 | 3.5 | RLSSVR-MCC | 2.4 | 2.75 | 2.2 | 4.05 | RPSVR-MCC | 1.6 | 2.25 | 1.9 | 4.05 |
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