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Table 4 RuleFit: 10 most important rules

From: Heterogeneous multimodal biomarkers analysis for Alzheimer’s disease via Bayesian network

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