In this study, we are interested in the epilepsy seizures problem. Indeed, used binary SVM to predict ongoing and multiclass different states of patients' epilepsy. Brain activity is as an efficient source for predicting seizures, it's recorded Electroencephalography (EEG) segments signal. We propose compare paper, three ideas select channels: highest frequency channels, channels left part head...