Table 4 The average rank of each causative feature, R j , for Simulation 3 & 4
From: A forest-based feature screening approach for large-scale genome data with complex structures
| Â | Â | Â | Sim3 | Â | Â | Â | Â | Sim4 | Â | Â |
|---|---|---|---|---|---|---|---|---|---|---|
METHOD | R 1 | R 2 | R 3 | R 4 | R 5 | R 1 | R 2 | R 3 | R 4 | R 5 |
SIS | 1.00 | 2.00 | 3.00 | 160.15 | 379.58 | 262.87 | 369.88 | 392.07 | 363.33 | 494.10 |
ISIS | 1.00 | 2.00 | 3.00 | 353.95 | 518.05 | 311.39 | 416.71 | 485.63 | 428.34 | 461.79 |
CC-SIS | 1.00 | 2.00 | 3.00 | 140.46 | 376.82 | 26.58 | 155.47 | 199.26 | 269.65 | 409.99 |
ICC-SIS | 1.00 | 2.00 | 3.00 | 285.10 | 429.93 | 44.73 | 305.71 | 316.91 | 344.90 | 417.34 |
DC-SIS | 1.00 | 2.01 | 2.99 | 111.32 | 228.75 | 1.35 | 16.93 | 27.88 | 30.67 | 57.52 |
RF | 1.00 | 2.01 | 3.14 | 59.87 | 107.06 | 1.25 | 6.58 | 13.66 | 14.98 | 26.18 |