Diagnosing Parkinson’s Diseases Using Fuzzy Neural System

Table 3

Simulation results of FNS.

Number of hidden neurons	RMSE training	RMSE evaluation	RMSE testing	Accuracy (%)
2	0.548520	0.560548	0.551954	81.025641
5	0.397395	0.401047	0.379963	93.333333
8	0.341242	0.435460	0.428456	95.897436
12	0.333357	0.343488	0.335679	97.948718
16	0.232154	0.291636	0.283590	100