Table V.

Using the BNP and the low and high probabilities shown in Table 1, the posterior probabilities of the 10 most probable association patterns learned from the LOAD dataset are shown. The ranking in the far right column is according to the likelihood computed using the BDeu score.

	Model	Posterior Probability	Previous Load Assoc.	Rank of Lower Ranking SNP
1	APOE	(1.0, 1.0)	yes	1
2	rs41377151 (APOC1)	(1.0, 1.0)	yes	2
3	rs6784615 (NISCH)	(0.071, 0.434)	yes	3
4	APOE, rs6784615 (NISCH)	(0.041, 0.349)	yes	3
5	rs41377151 (APOC1), rs7355646	(0.035, 0.291)	no	1000
6	rs10824310 (PRKG1)	(0.034, 0.259)	yes	4
7	rs4356530	(0.024, 0.199)	yes	5
8	rs41377151 (APOC1), rs17126808 (PSD3)	(0.018, 0.163)	yes	18
9	rs41377151 (APOC1), rs16842422	(0.017, 0.152)	yes	26
10	rs41377151 (APOC1), rs383407	(0.015, 0.139)	no	56