From: A consensus multi-view multi-objective gene selection approach for improved sample classification
Data set | # of genes | Algorithms | %CA |
---|---|---|---|
Multiple tissues | 41 | CMVMC-gene selection | 92.73 |
40 | PAM+AMOSA | 92.14 | |
34 | UMC-v1-v2 | 78.4 | |
42 | CLARANS+k-NN | 81.03 | |
CLARANS+RF | 76.0 | ||
CLARANS+C4.5 | 65.0 | ||
CLARANS+NB | 92.23 | ||
CLARANS+MLP | 89.32 | ||
Yeast | 10 | CMVMC-gene selection | 95.84 |
10 | PAM+AMOSA | 95.63 | |
6 | UMC-v1-v2 | 79.5 | |
15 | CLARANS+k-NN | 86.78 | |
CLARANS+RF | 94.12 | ||
CLARANS+C4.5 | 94.12 | ||
CLARANS+NB | 94.12 | ||
CLARANS+MLP | 94.12 |