Risk Factors and Prediction Models for Nonalcoholic Fatty Liver Disease Based on Random Forest

Table 2

Multivariate logistic regression analysis of NAFLD risk in training set.

Variable			Wald	HR (95% CI)
BMI	0.198	0.023	90.564	1.219 (1.170~1.273)	<0.01
TG	0.113	0.032	13.846	1.116 (1.050~1.183)	<0.01
HDL-C	-1.087	0.316	20.982	0.332 (0.205~0.536)	<0.01
LDL-C	0.214	0.079	6.538	1.250 (1.050~1.491)	<0.05
ALT	0.016	0.005	11.195	1.015 (1.006~1.025)	<0.05
UA	0.005	0.003	12.184	1.004 (1.001~1.005)	<0.01
MTTP	0.997	0.056	8.671	2.71 (1.38~5.27)	<0.05