Table 7.
Average ranks of proposed RHN-TSVR with SVR, TSVR, -AHSVR, -SVQR and HN-TSVR on RMSE using Gaussian kernel on synthetic data sets with Laplacian noise
| Datasets | SVR | TSVR | -AHSVR | -SVQR | HN-TSVR | RHN-TSVR |
|---|---|---|---|---|---|---|
| Function19 | 5 | 3 | 4 | 6 | 1.5 | 1.5 |
| Function20 | 2 | 4 | 6 | 3 | 5 | 1 |
| Function21 | 2 | 5 | 3 | 6 | 4 | 1 |
| Function22 | 3 | 4 | 1 | 5 | 6 | 2 |
| Function23 | 2 | 3 | 5 | 6 | 4 | 1 |
| Function24 | 5 | 4 | 6 | 1 | 3 | 2 |
| Average rank | 3.1666667 | 3.8333333 | 4.1666667 | 4.5 | 3.9166667 | 1.4166667 |