Table 3.

Results achieved in the CHB-MIT dataset using CNN and the multi-frame network.

Subject	No.Seia	CNN			multi-frame
		(instance-based)			network
		Acc	Sen	Spe	Acc	Sen	Spe
		(%)	(%)	(%)	(%)	(%)	(%)
chb01	7	91.29	91.86	90.71	96.24	95.34	97.14
chb02	3	64.28	96.22	32.33	88.13	78.26	97.99
chb03	6	72.30	82.18	62.43	85.81	79.29	92.33
chb04	3	62.53	58.91	66.16	78.73	89.13	68.32
chb05	5	76.08	70.66	81.50	77.77	72.53	83.00
chb07	3	68.07	99.54	36.59	94.34	91.00	97.68
chb08	5	77.01	79.44	73.97	77.89	82.04	72.70
chb09	4	65.34	48.00	82.68	65.84	51.01	80.67
chb10	6	57.96	71.84	44.08	64.54	61.90	67.19
chb13	5	50.00	60.00	40.00	95.24	94.91	95.57
chb14	5	54.20	62.09	46.32	56.89	60.59	53.18
chb16	6	52.97	45.36	60.57	57.36	54.89	59.84
chb17	3	92.41	88.19	96.64	93.35	89.00	97.70
chb18	6	87.70	85.10	90.30	89.90	89.56	90.25
chb19	3	76.29	61.09	91.49	77.44	61.98	92.89
chb20	5	97.53	97.53	97.52	97.82	97.47	98.17
chb21	4	60.84	41.97	79.70	67.43	58.13	76.74
chb23	5	80.96	97.70	65.43	92.63	97.69	87.94
Mean		71.54	74.32	68.80	80.96	78.04	83.85

^aNumber of seizures.