A Novel Machine Learning Model for the Detection of Epilepsy and Epileptic Seizures Using Electroencephalographic Signals Based on Chaos and Fractal Theories

Table 3

Classification accuracy (%) using the KNN classifier applied to all features and selection of features.

		KNN (all_feat)	KNN (sel_feat)
ZO-N	Max	100	100
	Min	97.33	98
ZO-F	Max	100	100
	Min	97.33	98
S-N	Max	100	100
	Min	97.33	98
S-F	Max	100	100
	Min	97.33	98