癌症 类型 | 聚类 簇数 | 普通自编码器AE | 稀疏自编码器SAE | 降噪自编码器DAE | 卷积自编码器CAE | ||||
Sil | p | Sil | p | Sil | p | Sil | p | ||
ACC | 2 | 0.2206 | 1.12e−08 | 0.7532 | 0.71943 | 0.3386 | 0.0002797 | 0.4289 | 6.849e−05 |
3 | 0.1965 | 1.73e−05 | 0.6112 | 0.00055 | 0.2518 | 0.0087682 | 0.3406 | 5.38e−07 | |
4 | 0.2098 | 0.000266 | 0.1179 | 0.00466 | 0.2795 | 0.0001856 | 0.2607 | 2.47e−06 | |
5 | 0.2010 | 0.001023 | 0.1273 | 0.00195 | 0.2612 | 0.0178166 | 0.2211 | 2.40e−06 | |
BRCA | 2 | 0.1553 | 0.402708 | 0.3631 | 0.578499 | 0.5462 | 0.106165 | 0.2054 | 0.013001 |
3 | 0.1322 | 0.016109 | 0.4541 | 0.334024 | 0.5570 | 0.033567 | 0.1390 | 0.001876 | |
4 | 0.1356 | 0.021091 | 0.4862 | 0.540939 | 0.4884 | 0.096487 | 0.1051 | 0.00368 | |
5 | 0.1285 | 0.007788 | 0.5374 | 0.686412 | 0.4771 | 0.19214 | 0.1111 | 0.002070 | |
SARC | 2 | 0.1603 | 0.642377 | 0.3627 | 0.07054 | 0.8859 | 0.1200695 | 0.2368 | 0.0796172 |
3 | 0.1772 | 0.002138 | 0.2377 | 0.11756 | 0.796 | 0.0195443 | 0.2577 | 0.009369 | |
4 | 0.1762 | 0.00905 | 0.2299 | 0.62367 | 0.7132 | 0.0787238 | 0.2143 | 0.0095162 | |
5 | 0.1745 | 0.001281 | 0.219 | 0.65279 | 0.5708 | 0.0151780 | 0.2172 | 0.0190931 |