Table 3. The SVM model precision of different C values (γ = 0.05556, ε = 0.1).
| C | Training error | Test error |
|---|---|---|
| 0.0001 | 8,812.675 | 8,834.564 |
| 0.001 | 8,768.452 | 8,806.329 |
| 0.01 | 8,363.176 | 8,532.467 |
| 0.1 | 5,831.012 | 6,661.826 |
| 1 | 1,4647.06 | 4,052.645 |
| 2 | 498.3551 | 3,900.983 |
| 3 | 215.0484 | 4,003.317 |
| 4 | 175.4402 | 4,116.998 |
| 5 | 147.7603 | 4,215.681 |
| 10 | 76.7374 | 4,756.99 |
| 100 | 71.55703 | 4,792.467 |