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Table 8 Model Selection of Three approaches Applied in Real Data Analyses

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

Two-stage Method

Model size

AIC

Misclassification Rate

DC-SIS + Multiple Logistic Regression

70

4188.33

21.74%

TC-SIS + Multiple Logistic Regression

86

3601.02

19.51%

ITC-SIS (d1=175) + Multiple Logistic Regression

88

3581.96

19.27%