Feature selection using angle modulated simulated Kalman filter for peak classification of EEG signals

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Table 2 Class distribution of the peak candidate sample and event

Class	No. of peak candidate samples	No. of events	Partition of EEG data
Epileptic	10,000	100	Fourfold cross validation
Non-epileptic	10,000	100
Total	20,000	100