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

Table 11

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

Algorithm	Results	Training					Testing
		Gmean (%)	TN	FP	TP	FN	Gmean (%)	TN	FP	TP	FN
Standard PSO	AVG	99.91	5113	27	20	0	93.73	5110	30	18	2
	MAX	99.98	5118	22	20	0	99.92	5114	26	20	0
	MIN	99.69	5109	31	20	0	77.41	5106	34	12	8
	STDEV	8.07					7.18