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Table 4 High-order Risk Factor Interaction Model in the Study Population

From: Interaction of obesity, metabolic syndrome and Framingham risk on steatohepatitis among healthy Taiwanese: population-based nested case-control study

Risk factor numbers Combination Average classification error (%) Average prediction error (%) Average cross-validation consistency
1-factor metabolic syndrome 23.8 23.8 10.0
2-factors Smoking, metabolic syndrome 23.8 23.8 10.0
3-factors Obesity, metabolic syndrome, Framingham risk 22.6 24.3 6.3
4-factors Smoking, obesity, metabolic syndrome, Framingham risk 21.9 26.5 3.4
5-factors Smoking, obesity, high glucose, metabolic syndrome, Framingham risk 20.6 27.3 3.5
6-factors Smoking, obesity, high BP, High TG, low HDL, high CRP 18.9 29.2 3.6
7-factors Smoking, obesity, high BP, high TG, low HDL, high CRP, high lymphocyte 16.4 29.9 4.1
8-factors Smoking, obesity, high BP, high TG, low HDL, high glucose, high CRP, Framingham risk 14.2 27.3 6.6