Grammatical evolution decision trees for detecting gene-gene interactions

Table 2 Power Results for Simulated Models, n = 250

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

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.

ISSN: 1756-0381