A Novel Deep Neural Network for Robust Detection of Seizures Using EEG Signals

Table 3

Confusion matrix for the three-class problem (B vs. D vs. E.) across 10-folds.

		Predicted			Acc	Sen	Spe	Pre	F1
		Normal	Preictal	Seizure
Original	Normal	2263	36	1	98.32	98.39	98.28	96.63	97.50
	Preictal	49	2220	31	97.54	96.52	98.04	96.10	96.31
	Seizure	30	54	2216	98.32	96.35	99.30	98.58	97.45
Overall	—	—	—	—	98.06	97.09	98.54	97.10	97.09