Table 5.

Class-wise metrics reporting the performance of our proposed holistic model classifying non-diabetic vs. different severity grades of DM

Class	Accuracy	Specificity	Sensitivity	Precision	F-Measure
Class 0	0.9867	0.9968	0.9365	0.9833	0.9593
Class 1	0.9920	0.9936	0.9844	0.9692	0.9767
Class 2	0.9947	0.9936	1.0000	0.9688	0.9841
Class 3	0.9947	0.9968	0.9836	0.9836	0.9836
Class 4	0.9813	0.9840	0.9677	0.9231	0.9449
Class 5	0.9867	0.9968	0.9365	0.9833	0.9593
Average	0.9893	0.9936	0.9681	0.9686	0.9680