核函数 | 子组大小 | 受控误判数 | 失控误判数 | 准确率 | SVs |
Linear | 5 | 431 | 993 | 52.538% | 2971 |
10 | 292 | 1015 | 56.438% | 2980 | |
20 | 168 | 924 | 63.591% | 2992 | |
Polynomial | 5 | 186 | 357 | 81.891% | 1265 |
10 | 93 | 144 | 92.110% | 591 | |
20 | 18 | 31 | 98.367% | 192 | |
RBF | 5 | 221 | 321 | 81.924% | 1319 |
10 | 96 | 143 | 92.019% | 655 | |
20 | 21 | 28 | 98.352% | 232 | |
Sigmoid | 5 | 764 | 956 | 42.662% | 3000 |
10 | 720 | 984 | 43.214% | 3000 | |
20 | 602 | 892 | 50.229% | 3000 |