评价指标 | 算法 | CM1 | MW1 | PC1 | JM1 | KC3 | Average |
AUC | E-max | 0.8094 | 0.8217 | 0.8319 | 0.7345 | 0.8376 | 0.8070 |
E-mean | 0.8155 | 0.8229 | 0.8432 | 0.7388 | 0.8407 | 0.8122 | |
HFS | 0.8377 | 0.7637 | 0.8014 | 0.6956 | 0.8167 | 0.7830 | |
本文算法 | 0.8573 | 0.8417 | 0.8714 | 0.7517 | 0.8835 | 0.8411 | |
F1-measure | E-max | 0.3333 | 0.4375 | 0.3333 | 0.3897 | 0.4709 | 0.3929 |
Es-mean | 0.3857 | 0.4145 | 0.3902 | 0.4134 | 0.4718 | 0.4151 | |
HFS | 0.4965 | 0.5739 | 0.4216 | 0.3121 | 0.418 | 0.4444 | |
本文算法 | 0.4400 | 0.4823 | 0.4931 | 0.4695 | 0.4966 | 0.4763 | |
G-mean | E-max | 0.7903 | 0.8124 | 0.8229 | 0.6515 | 0.8349 | 0.7824 |
Es-mean | 0.7998 | 0.8195 | 0.8372 | 0.6657 | 0.8391 | 0.7923 | |
HFS | 0.8264 | 0.7469 | 0.7933 | 0.6229 | 0.8126 | 0.7604 | |
本文算法 | 0.8597 | 0.8332 | 0.8691 | 0.6997 | 0.8713 | 0.8266 |