Epileptic Seizures Prediction Using Machine Learning Methods

Table 1

Comparison of machine learning models for prediction of epileptic seizures.

Method	Number of subjects	Number of seizures	EEG channels used	Number of features	Average sensitivity (%)	FPR ()
Rasekhi et al. [12]	10	86	6	22	71.97	0.17
Teixeira et al. [13]	224	87	6	22	73.08	0.33
Bandarabadi et al. [14]	24	87	6	12	73.98	0.06
Zandi et al. [16]	20	86	18/23	18/23	88.34	0.155
Gadhoumi et al. [15]	6	86	2/3	3	88	0.15