Research Article
A New Support Vector Machine Based on Convolution Product
| | | | 1 | 2 | 3 | 4 | 5 | 6 | 7 | 8 | 9 | 10 | Avg |
| | A | F25 | 54.55 | 75.00 | 76.92 | 20.00 | 62.50 | 36.36 | 57.14 | 45.45 | 63.64 | 41.67 | 53.32 | | F50 | 63.64 | 75.00 | 76.92 | 40.00 | 62.50 | 36.36 | 64.29 | 45.45 | 63.64 | 41.67 | 56.95 | | F75 | 63.64 | 75.00 | 76.92 | 40.00 | 62.50 | 36.36 | 64.29 | 45.45 | 63.64 | 50.00 | 57.78 | | F100 | 63.64 | 75.00 | 76.92 | 40.00 | 62.50 | 36.36 | 64.29 | 54.55 | 63.64 | 50.00 | 58.69 |
| | B | F25 | 66.67 | | 66.67 | | | 50.00 | 100.00 | 0.00 | 75.00 | 0.00 | 51.19 | | F50 | 66.67 | | 66.67 | | | 50.00 | 100.00 | 0.00 | 75.00 | 0.00 | 51.19 | | F75 | 66.67 | | 66.67 | | | 50.00 | 100.00 | 0.00 | 75.00 | 0.00 | 51.19 | | F100 | 100.00 | | 66.67 | | | 50.00 | 100.00 | 0.00 | 75.00 | 50.00 | 63.10 |
| | D | F25 | 35.29 | 37.50 | 31.25 | 18.75 | 4.76 | 15.38 | 0.00 | 13.64 | 20.00 | 43.75 | 22.03 | | F50 | 35.29 | 37.50 | 31.25 | 18.75 | 4.76 | 15.38 | 6.67 | 13.64 | 20.00 | 43.75 | 22.70 | | F75 | 35.29 | 37.50 | 31.25 | 18.75 | 4.76 | 15.38 | 6.67 | 13.64 | 20.00 | 43.75 | 22.70 | | F100 | 35.29 | 37.50 | 31.25 | 18.75 | 4.76 | 15.38 | 6.67 | 13.64 | 20.00 | 43.75 | 22.70 |
| | F | F25 | 41.18 | 14.29 | 28.57 | 25.00 | 8.33 | 5.88 | 0.00 | 17.39 | 42.86 | 18.18 | 20.17 | | F50 | 41.18 | 14.29 | 28.57 | 25.00 | 8.33 | 11.76 | 0.00 | 17.39 | 42.86 | 18.18 | 20.76 | | F75 | 41.18 | 14.29 | 28.57 | 25.00 | 8.33 | 11.76 | 0.00 | 17.39 | 42.86 | 18.18 | 20.76 | | F100 | 41.18 | 14.29 | 28.57 | 25.00 | 16.67 | 11.76 | 0.00 | 17.39 | 42.86 | 18.18 | 21.59 |
| | H | F25 | 60.00 | 80.00 | 40.00 | 50.00 | | 75.00 | 100.00 | 33.33 | 55.56 | 50.00 | 60.43 | | F50 | 60.00 | 80.00 | 60.00 | 50.00 | | 75.00 | 100.00 | 33.33 | 55.56 | 50.00 | 62.65 | | F75 | 60.00 | 80.00 | 60.00 | 50.00 | | 75.00 | 100.00 | 33.33 | 55.56 | 50.00 | 62.65 | | F100 | 60.00 | 80.00 | 60.00 | 50.00 | | 75.00 | 100.00 | 33.33 | 55.56 | 50.00 | 62.65 |
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