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Table 3 Power Results for Purely Epistatic Simulated Models, n = 500

From: Grammatical evolution decision trees for detecting gene-gene interactions

Model Number Heritability (%) Minor Allele Frequency Genetic Model Power(%) Power (Lib %)
     GEDT Random Search C4.5 GEDT Random Search C4.5
31 1 0.25 XOR 37 1 0 67 4 0
32 1 0.5 XOR 45 2 0 79 3 0
33 2.5 0.25 XOR 68 1 0 82 4 0
34 2.5 0.5 XOR 75 0 0 93 6 0
35 5 0.25 XOR 83 0 0 98 7 0
36 5 0.5 XOR 90 1 0 99 8 0
37 7.5 0.25 XOR 95 0 0 93 2 0
38 7.5 0.5 XOR 95 4 0 99 7 0
39 10 0.25 XOR 96 3 0 100 11 0
40 10 0.5 XOR 95 0 0 100 10 0
  1. Summary characteristics for the models simulated are listed, including the minor allele frequency simulated, the heritability of the simulated model, and the genetic model used. Complete penetrance functions are available from the authors upon request.