Grammatical evolution decision trees for detecting gene-gene interactions

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

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

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