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

Table 9

Training results: the feature sets of 10 runs using standard PSO.

Run	Peak features
	Amplitudes					Widths					Slopes			Gmean (%)
													-
#1	0	1	0	0	1	0	0	0	1	0	0	0	0	99.89
#2	0	0	0	1	1	0	0	0	0	0	0	0	0	99.91
#3	0	1	0	0	1	0	0	0	1	0	0	0	0	99.69
#4	0	1	0	0	1	1	0	0	0	0	0	0	0	99.92
#5	0	1	0	0	1	1	0	0	0	0	0	0	0	99.91
#6	0	1	0	0	1	0	0	0	0	0	0	0	0	99.95
#7	0	1	0	0	1	1	0	0	0	0	0	0	0	99.94
#8	0	1	0	0	1	1	0	0	0	0	0	0	0	99.91
#9	0	0	0	1	1	0	0	0	0	1	0	0	0	99.96
#10	0	1	0	0	1	0	0	0	0	0	0	0	0	99.98