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Parameters of comparison by random selection method (the final row corresponds to our proposed method).
| σ | C | Success case | Classification accuracy | |
|---|---|---|---|---|
| Random 1 | 0.625 | 124.71 | 410 | 91.11% |
| Random 2 | 1.439 | 185.13 | 412 | 91.56% |
| Random 3 | 1.491 | 136.20 | 423 | 94.00% |
| Random 4 | 1.595 | 176.78 | 409 | 90.89% |
| Random 5 | 1.836 | 160.80 | 401 | 89.11% |
| Random 6 | 1.973 | 137.90 | 401 | 89.11% |
| Random 7 | 1.654 | 87.01 | 396 | 88.00% |
| Random 8 | 1.372 | 149.96 | 427 | 94.89% |
|
| ||||
| Optimized | 1.132 | 143.3 | 440 | 97.78% |
