From: A forest-based feature screening approach for large-scale genome data with complex structures
 |  |  |  | Sim1 |  |  |  |  |  | Sim2 |  |  |  |
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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 |
 | SIS | 0.97 | 0.97 | 0.97 | 0.48 | 0.09 | 0.08 | 0.09 | 0.04 | 0.01 | 0.01 | 0.01 | 0.00 |
 | ISIS | 0.95 | 0.95 | 0.95 | 0.41 | 0.11 | 0.06 | 0.09 | 0.02 | 0.01 | 0.03 | 0.01 | 0.00 |
 | CC-SIS | 0.95 | 0.95 | 0.95 | 0.61 | 0.17 | 0.15 | 0.34 | 0.13 | 0.09 | 0.07 | 0.01 | 0.00 |
16 | ICC-SIS | 0.91 | 0.91 | 0.91 | 0.52 | 0.16 | 0.11 | 0.32 | 0.09 | 0.09 | 0.04 | 0.01 | 0.00 |
 | DC-SIS | 0.99 | 0.99 | 0.99 | 0.92 | 0.79 | 0.77 | 0.95 | 0.67 | 0.56 | 0.81 | 0.72 | 0.30 |
 | RF | 0.93 | 0.93 | 0.93 | 0.93 | 0.93 | 0.93 | 0.99 | 0.88 | 0.84 | 0.95 | 0.89 | 0.67 |
 | SIS | 0.97 | 0.97 | 0.97 | 0.55 | 0.18 | 0.14 | 0.09 | 0.05 | 0.04 | 0.03 | 0.02 | 0.00 |
 | ISIS | 0.95 | 0.95 | 0.95 | 0.42 | 0.12 | 0.07 | 0.09 | 0.02 | 0.01 | 0.03 | 0.01 | 0.00 |
 | CC-SIS | 0.95 | 0.95 | 0.95 | 0.67 | 0.29 | 0.22 | 0.34 | 0.17 | 0.15 | 0.08 | 0.04 | 0.00 |
32 | ICC-SIS | 0.91 | 0.91 | 0.91 | 0.55 | 0.22 | 0.14 | 0.32 | 0.09 | 0.10 | 0.05 | 0.01 | 0.00 |
 | DC-SIS | 0.99 | 0.99 | 0.99 | 0.94 | 0.90 | 0.86 | 0.95 | 0.78 | 0.67 | 0.91 | 0.84 | 0.48 |
 | RF | 0.93 | 0.93 | 0.93 | 0.93 | 0.93 | 0.93 | 0.99 | 0.94 | 0.92 | 0.97 | 0.95 | 0.82 |
 | SIS | 0.97 | 0.97 | 0.97 | 0.57 | 0.20 | 0.16 | 0.09 | 0.05 | 0.04 | 0.03 | 0.02 | 0.00 |
 | ISIS | 0.95 | 0.95 | 0.95 | 0.42 | 0.13 | 0.07 | 0.09 | 0.02 | 0.02 | 0.03 | 0.01 | 0.00 |
 | CC-SIS | 0.95 | 0.95 | 0.95 | 0.74 | 0.35 | 0.30 | 0.34 | 0.19 | 0.17 | 0.08 | 0.05 | 0.00 |
48 | ICC-SIS | 0.91 | 0.91 | 0.91 | 0.60 | 0.24 | 0.16 | 0.32 | 0.10 | 0.11 | 0.07 | 0.03 | 0.00 |
 | DC-SIS | 0.99 | 0.99 | 0.99 | 0.97 | 0.96 | 0.94 | 0.95 | 0.85 | 0.75 | 0.94 | 0.92 | 0.64 |
 | RF | 0.93 | 0.93 | 0.93 | 0.93 | 0.93 | 0.93 | 0.99 | 0.96 | 0.95 | 0.99 | 0.95 | 0.88 |