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Table 2 Power Results for Simulated Models, n = 250

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

Model Number Heritability (%) Minor Allele Frequency Genetic Model Power (%) Power (Lib %)
     GEDT Random Search GEDT Random Search
1 1 0.25 XOR 0 0 1 1
2 1 0.5 XOR 0 0 2 1
3 2.5 0.25 XOR 0 0 1 0
4 2.5 0.5 XOR 0 0 2 0
5 5 0.25 XOR 1 0 2 0
6 5 0.5 XOR 1 1 2 0
7 7.5 0.25 XOR 3 0 4 0
8 7.5 0.5 XOR 2 0 6 0
9 10 0.25 XOR 0 0 1 1
10 10 0.5 XOR 4 0 7 1
11 1 0.25 Box 2 2 28 0
12 1 0.5 Box 5 1 24 0
13 2.5 0.25 Box 13 0 59 0
14 2.5 0.5 Box 16 0 69 1
15 5 0.25 Box 57 0 90 2
16 5 0.5 Box 35 0 82 0
17 7.5 0.25 Box 72 0 95 1
18 7.5 0.5 Box 53 0 93 4
19 10 0.25 Box 83 0 100 2
20 10 0.5 Box 69 1 95 1
21 1 0.25 Mod 1 1 15 3
22 1 0.5 Mod 1 0 9 4
23 2.5 0.25 Mod 7 0 49 8
24 2.5 0.5 Mod 6 0 2 12
25 5 0.25 Mod 40 0 89 8
26 5 0.5 Mod 20 0 46 7
27 7.5 0.25 Mod 79 0 96 4
28 7.5 0.5 Mod 47 0 65 5
29 10 0.25 Mod 81 0 99 5
30 10 0.5 Mod 60 0 78 9
  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.