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

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