Table 6 The overall and individual power, p a and p j , for Simulation 3 & 4
From: A forest-based feature screening approach for large-scale genome data with complex structures
| Â | Â | Â | Â | Sim3 | Â | Â | Â | Â | Â | Sim4 | Â | Â | Â |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
d | METHOD | p 1 | p 2 | p 3 | p 4 | p 5 | p a | p 1 | p 2 | p 3 | p 4 | p 5 | p a |
| Â | SIS | 1.00 | 1.00 | 1.00 | 0.41 | 0.03 | 0.02 | 0.22 | 0.08 | 0.02 | 0.03 | 0.03 | 0.00 |
| Â | ISIS | 1.00 | 1.00 | 1.00 | 0.31 | 0.01 | 0.00 | 0.16 | 0.06 | 0.03 | 0.03 | 0.02 | 0.00 |
| Â | CC-SIS | 1.00 | 1.00 | 1.00 | 0.37 | 0.04 | 0.03 | 0.86 | 0.30 | 0.22 | 0.06 | 0.07 | 0.00 |
16 | ICC-SIS | 1.00 | 1.00 | 1.00 | 0.27 | 0.02 | 0.02 | 0.83 | 0.24 | 0.16 | 0.06 | 0.05 | 0.00 |
| Â | DC-SIS | 1.00 | 1.00 | 1.00 | 0.42 | 0.09 | 0.09 | 1.00 | 0.73 | 0.66 | 0.58 | 0.35 | 0.11 |
| Â | RF | 1.00 | 1.00 | 1.00 | 0.60 | 0.37 | 0.32 | 1.00 | 0.94 | 0.83 | 0.79 | 0.69 | 0.49 |
| Â | SIS | 1.00 | 1.00 | 1.00 | 0.48 | 0.08 | 0.06 | 0.22 | 0.08 | 0.04 | 0.04 | 0.03 | 0.00 |
| Â | ISIS | 1.00 | 1.00 | 1.00 | 0.32 | 0.02 | 0.00 | 0.16 | 0.06 | 0.03 | 0.03 | 0.02 | 0.00 |
| Â | CC-SIS | 1.00 | 1.00 | 1.00 | 0.50 | 0.08 | 0.06 | 0.86 | 0.40 | 0.31 | 0.14 | 0.11 | 0.02 |
32 | ICC-SIS | 1.00 | 1.00 | 1.00 | 0.30 | 0.05 | 0.02 | 0.83 | 0.27 | 0.18 | 0.12 | 0.08 | 0.00 |
| Â | DC-SIS | 1.00 | 1.00 | 1.00 | 0.54 | 0.22 | 0.16 | 1.00 | 0.87 | 0.73 | 0.76 | 0.55 | 0.28 |
| Â | RF | 1.00 | 1.00 | 1.00 | 0.66 | 0.47 | 0.37 | 1.00 | 0.97 | 0.93 | 0.88 | 0.80 | 0.66 |
| Â | SIS | 1.00 | 1.00 | 1.00 | 0.54 | 0.12 | 0.08 | 0.22 | 0.08 | 0.04 | 0.04 | 0.04 | 0.00 |
| Â | ISIS | 1.00 | 1.00 | 1.00 | 0.32 | 0.03 | 0.00 | 0.16 | 0.06 | 0.04 | 0.03 | 0.02 | 0.00 |
| Â | CC-SIS | 1.00 | 1.00 | 1.00 | 0.54 | 0.13 | 0.08 | 0.86 | 0.46 | 0.33 | 0.20 | 0.12 | 0.04 |
48 | ICC-SIS | 1.00 | 1.00 | 1.00 | 0.33 | 0.08 | 0.02 | 0.83 | 0.28 | 0.19 | 0.14 | 0.10 | 0.01 |
| Â | DC-SIS | 1.00 | 1.00 | 1.00 | 0.60 | 0.28 | 0.22 | 1.00 | 0.91 | 0.81 | 0.81 | 0.65 | 0.40 |
| Â | RF | 1.00 | 1.00 | 1.00 | 0.71 | 0.58 | 0.41 | 1.00 | 0.99 | 0.94 | 0.94 | 0.88 | 0.77 |