Research Article
Smooth Diagonal Weighted Newton Support Vector Machine
Table 2
Differences among the ten different folds.
| Absolute values of differences | SSVM | SDWNSVM | Train | Test | Iteration | Time | Train | Test | Iteration | Time |
| 1 versus 2 | 0.0221 | 0.0286 | 1 | 0.02 | 0.0095 | 0.0285 | 0 | 0 | 2 versus 3 | 0.0095 | 0.0857 | 1 | 0.03 | 0.0187 | 0.0286 | 0 | 0.03 | 3 versus 4 | 0.0095 | 0.0285 | 1 | 0.02 | 0.0186 | 0.0286 | 0 | 0 | 4 versus 5 | 0.0095 | 0.0285 | 0 | 0.04 | 0.0031 | 0.0572 | 0 | 0.01 | 5 versus 6 | 0.0032 | 0.1428 | 0 | 0.01 | 0.0063 | 0.0286 | 0 | 0.04 | 6 versus 7 | 0.0032 | 0.0571 | 1 | 0.03 | 0 | 0.0571 | 0 | 0.01 | 7 versus 8 | 0.0031 | 0.0286 | 0 | 0.02 | 0.0095 | 0.1143 | 0 | 0.03 | 8 versus 9 | 0 | 0 | 1 | 0.01 | 0.0095 | 0.0286 | 0 | 0.02 | 9 versus 10 | 0.0062 | 0.0238 | 0 | 0.03 | 0.0157 | 0.0810 | 0 | 0.01 | 10 versus 1 | 0.0283 | 0.0810 | 1 | 0.17 | 0.0094 | 0.0047 | 0 | 0.15 |
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