Table 4.

RuleFit: 10 most important rules

Impo.	Supp.	Rule
y: MMSE
100	0.78	61.85 <AGE<86.85 and HippoNV >0.38
91.3	0.81	AGE <85.75 and FDG >5.78
74.6	0.15	FDG <5.85 and AV45 >1.11
68.2	0.06	EDU <19.5 and HippoNV <0.38 and APOE4=1
46.9	0.75	5.76 <FDG<7.25
y: ADAS-cog
100	0.73	FDG >5.75 and HippoNV >0.39
62.5	0.65	FDG >4.9 and 1.02 <AV45 <1.51
41.2	0.72	EDU <19.5 and HippoNV <0.55
41	0.44	FDG >6.34 and rs3764650=0
35.9	0.17	1.23 <AV45 <1.63 and rs744373=0