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Table 7 Success rates of four feature screening approaches in selecting each truly influential feature Xj within thresholds d=15, respectively for Simulation Study 4

From: Detecting PCOS susceptibility loci from genome-wide association studies via iterative trend correlation based feature screening

d=15

 

\(|\widehat {\mathcal {M}}|\)

X1

X2

X3

X4

X5

MMLE-SIS

41.934

1.000

0.856

0.868

0.842

0.870

DC-SIS

46.470

1.000

0.860

0.850

0.838

0.866

PC-SIS

93.270

1.000

0.794

0.758

0.778

0.790

TC-SIS

41.976

1.000

0.860

0.858

0.842

0.862