From: Robust gene selection methods using weighting schemes for microarray data analysis
 | Scenario 1, n 1 = 5, n 2 = 10 | Scenario 1, n 1 = 10, n 2 = 10 | ||||||
---|---|---|---|---|---|---|---|---|
 | RS | AUC | TRF | RS | AUC | TRF | ||
Rank cutoff | Â | Â | 100 | 200 | Â | Â | 100 | 200 |
SAM | 115,542 | 0.95 | 88.93 | 132.67 | 83,544 | 0.97 | 94.28 | 147.74 |
SAM-w | 169,865 | 0.92 | 64.43 | 96.84 | 125,513 | 0.95 | 79.37 | 118.18 |
SAM-tbor | 128,588 | 0.94 | 87.21 | 128.67 | 88,765 | 0.96 | 93.72 | 146.42 |
MSAM1 | 104,236 | 0.96 | 92.02 | 140.70 | 77,317 | 0.97 | 95.84 | 153.08 |
MSAM2 | 101,705 | 0.96 | 92.81 | 142.47 | 77,109 | 0.97 | 96.05 | 153.58 |
 | Scenario 2, n 1 = 5, n 2 = 10 | Scenario 2, n 1 = 10, n 2 = 10 | ||||||
 | RS | AUC | TRF | RS | AUC | TRF | ||
Rank cutoff | Â | Â | 100 | 200 | Â | Â | 100 | 200 |
SAM | 172,669 | 0.92 | 77.88 | 110.38 | 128,966 | 0.94 | 87.97 | 129.06 |
SAM-w | 205,161 | 0.91 | 58.14 | 85.55 | 158,618 | 0.93 | 74.44 | 108.06 |
SAM-tbor | 162,252 | 0.93 | 80.54 | 113.94 | 110,655 | 0.95 | 92.05 | 137.97 |
MSAM1 | 136,442 | 0.94 | 87.69 | 128.76 | 104,286 | 0.96 | 94.23 | 144.82 |
MSAM2 | 120,594 | 0.95 | 92.45 | 139.89 | 100,887 | 0.96 | 95.15 | 147.48 |