Research Article
A New Support Vector Machine Based on Convolution Product
Table 6
Parameters used in the proposed CSVM.
| | ID | Try ID | Nrec | Natt | Nfilter | Nsol | Nvar | () | Ngen | 100FSVM | 100FNgen | T |
| | A | 5 | 690 | 14 | 3 | 75 | = 11 | (0.35, 0.25, 0.15, 0.25) | 25 | 81.666664 | 90.00000 | 43.44 | | B | 9 | 699 | 10 | 4 | 25 | = 5 | (0.45, 0.30, 0.20, 0.05) | 25 | 95.588234 | 98.52941 | 91.88 | | D | 7 | 768 | 8 | 4 | 50 | = 6 | (0.40, 0.30, 0.20, 0.10) | 75 | 76.712326 | 83.56165 | 696.72 | | F | 5 | 862 | 2 | 3 | 75 | = 2 | (0.35, 0.25, 0.15, 0.25) | 25 | 80.232559 | 83.72093 | 62.05 | | H | 1 | 270 | 13 | 1 | 25 | = 4 | (0.40, 0.30, 0.20, 0.10) | 25 | 80.000000 | 88.00000 | 12.58 |
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