Investigation was performed over a close group of total 338 subjects (180 diabetic and 158 non-diabetic).  The results show best classification accuracy of 89.63% calculated from RF classifier. 
RF
The results show best classification accuracy of 89.63% calculated from RF classifier. 
RF classifier