Data set | Whole data | PCA | KPCA | t-test ( p<0 .05) | PAM | Lasso |
---|---|---|---|---|---|---|
1: Colon | 17 | 10 | 18 | 13 | 8 | 72 |
2: Breast | 56 | 38 | 54 | 42 | 12 | 258 |
3: Pancreatic | 17 | 12 | 26 | 19 | 20 | 453 |
4: Cervical | 43 | 28 | 29 | 33 | 43 | 106 |
5: Leukemia | 225 | 185 | 184 | 195 | 28 | 680 |
6: Ovarian | 51 | 25 | 39 | 44 | 19 | 865 |
7: Head & neck squamous | Â | Â | Â | Â | Â | Â |
cell carcinoma | 59 | 39 | 45 | 47 | 30 | 238 |
8: Duchenne muscular dystrophy | 146 | 115 | 113 | 110 | 80 | 20100 |
9: HIV encephalitis | 45 | 27 | 27 | 28 | 88 | 118 |