Table 2.

Results achieved in the Kaggle dataset using LSTM and the multi-frame network.

Subject	No.Seia	CNN			multi-frame
		(instance-based)			network
		Acc	Sen	Spe	Acc	Sen	Spe
		(%)	(%)	(%)	(%)	(%)	(%)
Dog_1	4	62.07	54.24	69.89	67.13	60.94	73.31
Dog_2	7	55.46	48.08	62.84	73.40	74.11	72.70
Dog_3	12	52.04	44.79	59.28	59.56	64.77	54.35
Dog_4	17	51.84	44.78	59.25	60.86	58.64	63.19
Dog_5	5	61.11	60.63	61.58	76.49	81.50	71.50
Mean		56.50	50.50	62.57	67.49	67.99	67.01

^aNumber of seizures.