Automatic Identification of Interictal Epileptiform Discharges in Secondary Generalized Epilepsy

Table 6

Classification accuracy for three types of iEEG segments: the notations are the same as those in Table 4.

Iteration number																			Sel			Acc
	PR	WL	PR + WL	PR	WL	PR + WL	PR	WL	PR + WL	PR	WL	PR + WL	PR	WL	PR + WL	PR	WL	PR + WL	PR	WL	PR + WL	PR	WL	PR + WL
1	93.72	88.79	96.04	95.00	95.00	86.67	100.00	0.00	50.00	95.69	98.22	99.05	68.97	93.68	79.89	97.62	90.52	96.86	93.26	88.82	95.71	91.83	77.70	84.75
2	93.79	89.31	95.76	93.92	93.37	91.16	85.71	57.14	100.00	96.09	96.00	98.92	74.14	82.76	82.18	97.40	93.17	96.70	93.42	89.17	95.51	90.18	85.29	94.12
3	93.69	90.05	95.65	92.82	93.92	86.19	83.33	16.67	66.67	96.28	98.00	99.02	72.00	86.29	77.14	97.08	91.89	96.47	93.27	89.93	95.28	89.20	79.47	86.86
4	93.39	89.08	95.46	92.22	94.44	91.11	100.00	33.33	100.00	95.82	97.61	98.80	65.52	92.53	77.59	97.16	91.45	96.44	92.88	89.11	95.13	90.68	83.07	93.23
5	93.02	89.03	95.14	93.92	95.58	90.06	57.14	28.57	14.29	96.12	99.02	99.38	73.56	95.40	87.36	96.57	89.99	95.66	92.63	89.10	94.93	85.06	82.93	80.31
6	93.27	89.50	95.59	95.56	93.33	91.11	83.33	50.00	66.67	96.66	97.00	99.14	74.14	82.18	80.46	96.26	92.32	96.25	92.91	89.34	95.29	89.87	84.06	88.20
7	93.10	89.50	95.23	91.67	92.22	89.44	66.67	33.33	66.67	96.00	97.59	98.78	72.99	86.78	80.46	96.81	91.82	96.29	92.71	89.41	94.94	86.20	81.87	87.81
8	93.94	89.90	95.57	95.58	90.06	88.40	50.00	33.33	50.00	96.51	96.99	99.14	76.00	79.43	84.00	97.09	92.73	96.34	93.57	89.67	95.33	84.85	80.41	85.58
9	93.58	89.58	95.52	94.48	90.61	88.40	14.29	42.86	28.57	96.83	97.00	99.04	74.71	80.46	77.59	96.37	92.41	96.25	93.17	89.38	95.13	78.38	82.15	80.89
10	93.39	89.55	96.01	96.67	94.44	87.78	83.33	33.33	66.67	96.36	97.93	98.95	77.59	89.66	80.46	96.73	91.53	96.93	93.09	89.52	95.70	90.68	82.74	87.80
Average	93.49	89.43	95.60	94.18	93.30	89.03	72.38	32.86	60.95	96.24	97.54	99.02	72.96	86.92	80.71	96.91	91.78	96.42	93.09	89.35	95.30	87.69	81.97	86.96
St dev.	0.30	0.39	0.29	1.60	1.83	1.84	26.26	16.14	27.17	0.36	0.83	0.18	3.48	5.72	3.17	0.44	0.97	0.36	0.31	0.32	0.28	4.11	2.24	4.49