Epileptic Seizures Prediction Using Machine Learning Methods

Table 2

Comparison of prediction time and sensitivity.

Model	Dataset	EEG signals type	Number of subjects	Number of seizures	Avg. prediction time (min.)	Sensitivity (%)
Teixeira et al. [13]	EPILEPSIAE	Scalp EEG	227	87	15.8	73.5
Zandi et al. [16]	VGH	Scalp EEG	17	86	21.48	91.11
	CHB-MIT	Scalp EEG	03		19.8	83.81
Proposed model	CHB-MIT	Scalp EEG	24	84	23.61	92.23