Table 11.

Power comparison of GPNN, Stepwise Logistic Regression (SLR), Explicit Logistic Regression (eLR), and Classification and Regression Trees (CART)

Model			Power (%)
# Genes	Allele frequency	h2	GPNN	SLR	eLR	CART
2	0.2/0.8	0.030	100	0	92	53
2	0.2/0.8	0.020	96	0	61	25
2	0.2/0.8	0.015	89	0	100	23
2	0.2/0.8	0.010	76	0	60	8
2	0.2/0.8	0.005	27	0	64	5
2	0.4/0.6	0.030	100	0	7	25
2	0.4/0.6	0.020	99	0	5	22
2	0.4/0.6	0.015	100	0	29	17
2	0.4/0.6	0.010	83	0	44	6
2	0.4/0.6	0.005	20	0	89	7
3	0.2/0.8	0.030	88	0	25	22
3	0.2/0.8	0.020	77	0	16	11
3	0.2/0.8	0.015	4	0	2	11
3	0.2/0.8	0.010	1	0	5	2
3	0.2/0.8	0.005	5	0	2	0
3	0.4/0.6	0.030	65	0	0	10
3	0.4/0.6	0.020	15	0	7	3
3	0.4/0.6	0.015	9	0	0	4
3	0.4/0.6	0.010	1	0	12	4
3	0.4/0.6	0.005	1	0	2	1