CRP and diabetes mellitus: First, biomarkers that were found associated with undiagnosed diabetes, for example blood pressure, high-density lipoprotein, C-reactive protein, triaglyceride, and white blood cell count [8] were not included in the decision tree model for facilitating the use of decision tree models in non-clinical setting.