An Expert Diagnosis System for Parkinson Disease Based on Genetic Algorithm-Wavelet Kernel-Extreme Learning Machine

Table 5

The comparison results of the proposed GA-WK-ELM method and previous studies.

Studies	Method	The number of features	Training		Testing
			Time	Accuracy (%)	Accuracy (%)
Ref [13]	ANFIS-LH	4	—	95.38	94.72
	MLPNN	4	—	93.88	89.69
	RBFNN	4	—	91.84	87.63
Ref [14]	PNN	22	—	81.74	81.28
In this study	GA-WK-ELM	22	0.21 μs	99.42	96.81