From: A consensus multi-view multi-objective gene selection approach for improved sample classification
Data sets | # of genes (features) | # of samples | Silhouette | DB |
---|---|---|---|---|
Multiple tissues | 5565 (original) | 103 | 0.2527 | 0.998 |
41(reduced by CMVMC) | 0.4314 | 0.997 | ||
34 (reduced by UMC-v1-v2) | 0.3526 | 1.37 | ||
40 (reduced by PAM(GO-based)) | 0.4299 | 1.0065 | ||
Yeast | 2884 (original) | 17 | 0.2365 | 0.149 |
10 (reduced by CMVMC) | 0.4568 | 0.087 | ||
6 (reduced by UMC-v1-v2) | 0.385 | 0.251 | ||
10 (reduced by PAM(GO-based)) | 0.4531 | 0.081 |