Table 5. The SVM model precision of different ε values (C = 1, γ = 0.05556).
| ε | Training error | Test error |
|---|---|---|
| 0.0001 | 1,388.189 | 3,985.145 |
| 0.001 | 1,388.479 | 3,986.231 |
| 0.01 | 1,392.287 | 3,993.167 |
| 0.05 | 1,412.391 | 4,027.2 |
| 0.08 | 1,440.697 | 4,051.417 |
| 0.09 | 1,452.264 | 4,052.576 |
| 0.1 | 1,464.717 | 4,052.645 |
| 0.2 | 1,539.904 | 4,060.86 |
| 0.3 | 1,709.969 | 4,153.16 |
| 0.4 | 1,965.82 | 4,346.04 |
| 0.5 | 2,361.972 | 4,643.752 |
| 1 | 5,522.041 | 7,408.229 |