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Table 3 The overall and individual power, p a and p j , for Simulation 1 & 2

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