Feature Selection and Classifier Parameters Estimation for EEG Signals Peak Detection Using Particle Swarm Optimization

Table 14

Average training and testing results of 10 runs with feature selection using RA-PSO.

Algorithm	Results	Training					Testing
		Gmean (%)	TN	FP	TP	FN	Gmean (%)	TN	FP	TP	FN
RA-PSO	AVG	99.90	5110	30	20	0	98.59	5106	34	19	1
	MAX	99.91	5111	29	20	0	99.86	5107	33	20	0
	MIN	99.87	5107	33	20	0	97.33	5103	37	19	1
	STDEV	1.15					1.33