表 3. Classification results of different methods.
多种方法分类结果
指标 | Model 1 | Model 2 | Model 3 | Model 4 | Model 5 | 文献[14] | 文献[15] | 文献[16] |
TP | 8 257 | 8 317 | 8 294 | 8 256 | 8 369 | 8 248 | 8 286 | 8 305 |
TN | 8 409 | 8 397 | 8 432 | 8 445 | 8 356 | 8 389 | 8 393 | 8 410 |
FP | 763 | 775 | 740 | 727 | 816 | 783 | 779 | 762 |
FN | 924 | 864 | 887 | 925 | 812 | 933 | 895 | 876 |
S e | 89.936% | 90.589% | 90.339% | 89.925% | 91.156% | 89.838% | 90.252% | 90.459% |
S p | 91.681% | 91.550% | 91.932% | 92.074% | 91.103% | 91.463% | 91.507% | 91.692% |
A cc | 90.808% | 91.070% | 91.135% | 90.999% | 91.130% | 90.650% | 90.879% | 91.075% |