Type-2 Fuzzy Neural System for Diagnosis of Diabetes

Table 5

Simulation results using Pima datasets (768 data samples).

No	Training error	Evaluation error	Test error	Accuracy	Sensitivity	Specificity	Precision
16	0.519818	0.522744	0.519274	0.825545	0.804545	0.878788	0.761194
32	0.479357	0.481281	0.476428	0.869792	0.85000	0.878788	0.761194
40	0.431486	0.433478	0.427994	0.904948	0.904564	0.905123	0.813433
48	0.394739	0.397052	0.391065	0.924479	0.944915	0.915414	0.832090
64	0.347143	0.359279	0.352994	0.955729	0.930147	0.969758	0.944030
80	0.299493	0.302788	0.306103	0.968750	0.984127	0.961240	0.945372
100	0.229231	0.251533	0.239876	0.990685	0.992453	0.990060	0.981343