Optimization of SVM Parameters with Hybrid CS-PSO Algorithms for Parkinson’s Disease in LabVIEW Environment

Table 5

Obtained results.

Method	Accuracy (%)	Precision (%)	Recall (%)	F1 measure (%)	FPR	FDR	FNR	NPV	MCC
PSO-SVM	82.05	88.89	57.14	69.57	0.04	0.1111	0.4286	0.80	0.6051
CS-SVM	92.3077	83.33	90.91	86.96	0.0714	0.1667	0.0909	0.9630	0.8167
CS-PSO-SVM (Pa = 0.262)	97.4359	100	90.91	95.24	0	0	0.0909	0.9655	0.9369