A Framework on Performance Analysis of Mathematical Model-Based Classifiers in Detection of Epileptic Seizure from EEG Signals with Efficient Feature Selection

Table 2

Detailed description of the EEG Bonn university datasets.

Data set	Number of epochs	Duration of epoch in seconds	Circumstances of acquisition
Set A	100	23.6	Five patients, all of them are in good health and have their eyes open
Set B	100	23.6	Five patients, all of them are in good health and have their eyes closed
Set C	100	23.6	There are five epileptics who are seizure-free
Set D	100	23.6	There are five epileptics who are seizure-free
Set E	100	23.6	Five epileptic patients with active seizure