Research Article
A New Support Vector Machine Based on Convolution Product
| | | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | Avg |
| A | F25 | 46.67 | 58.33 | 58.46 | 20.00 | 48.75 | 33.03 | 50.95 | 35.46 | 50.91 | 35.00 | 43.76 | F50 | 49.39 | 65.00 | 61.28 | 20.67 | 51.25 | 35.76 | 54.05 | 37.58 | 53.94 | 36.67 | 46.56 | F75 | 50.61 | 68.33 | 64.36 | 20.67 | 52.50 | 36.06 | 54.76 | 38.18 | 55.76 | 38.06 | 47.93 | F100 | 52.42 | 70.00 | 65.13 | 22.67 | 52.92 | 36.36 | 55.71 | 40.30 | 56.97 | 39.44 | 49.19 |
| B | F25 | 66.67 | | 38.89 | | | 50.00 | 52.22 | 0.00 | 75.00 | 0.00 | 40.40 | F50 | 66.67 | | 43.33 | | | 50.00 | 55.56 | 0.00 | 75.00 | 0.00 | 41.51 | F75 | 66.67 | | 45.56 | | | 50.00 | 61.11 | 0.00 | 75.00 | 0.00 | 42.62 | F100 | 67.78 | | 48.89 | | | 50.00 | 62.22 | 0.00 | 75.00 | 1.67 | 43.65 |
| D | F25 | 29.22 | 24.58 | 24.37 | 13.12 | 0.16 | 8.97 | 0.00 | 9.09 | 14.00 | 26.04 | 14.96 | F50 | 30.98 | 26.46 | 25.83 | 13.75 | 0.32 | 11.41 | 0.22 | 10.15 | 16.22 | 28.75 | 16.41 | F75 | 31.37 | 27.29 | 27.08 | 14.17 | 0.48 | 12.18 | 0.22 | 11.21 | 17.11 | 30.21 | 17.13 | F100 | 31.37 | 27.71 | 27.08 | 14.37 | 0.48 | 12.18 | 0.44 | 11.82 | 17.56 | 30.62 | 17.36 |
| F | F25 | 30.39 | 10.16 | 21.59 | 11.25 | 8.33 | 5.88 | 0.00 | 13.91 | 36.83 | 18.18 | 15.65 | F50 | 34.31 | 11.11 | 23.02 | 12.92 | 8.33 | 6.08 | 0.00 | 14.64 | 39.21 | 18.18 | 16.78 | F75 | 35.49 | 11.59 | 23.33 | 13.96 | 8.33 | 6.27 | 0.00 | 15.07 | 40.00 | 18.18 | 17.22 | F100 | 36.27 | 12.06 | 23.65 | 15.63 | 8.61 | 6.47 | 0.00 | 15.36 | 40.48 | 18.18 | 17.67 |
| H | F25 | 42.00 | 78.67 | 40.00 | 38.33 | | 67.50 | 75.00 | 5.56 | 44.81 | 26.67 | 46.50 | F50 | 42.67 | 79.33 | 40.67 | 42.50 | | 73.33 | 75.83 | 11.11 | 45.56 | 28.33 | 48.81 | F75 | 44.67 | 80.00 | 40.67 | 44.17 | | 74.17 | 75.83 | 13.33 | 45.93 | 30.00 | 49.86 | F100 | 45.33 | 80.00 | 40.67 | 44.17 | | 75.00 | 75.83 | 16.67 | 45.93 | 32.50 | 50.68 |
|
|