Automatic Identification of Interictal Epileptiform Discharges in Secondary Generalized Epilepsy

Table 5

Classification accuracy between repeated sharps and SSW segments: the notations for the methods are the same as those used in Table 4.

Iteration number	/			/			Selectivity			Accuracy
	PR	WL	PR + WL	PR	WL	PR + WL	PR	WL	PR + WL	PR	WL	PR + WL
1	100.00	0.00	50.00	69.54	97.70	91.95	70.56	94.44	90.56	84.77	48.85	70.98
2	100.00	85.71	100.00	74.14	86.21	90.23	75.14	86.19	90.61	87.07	85.96	95.11
3	83.33	33.33	66.67	74.86	90.29	90.29	75.14	88.40	89.50	79.10	61.81	78.48
4	100.00	83.33	100.00	65.52	95.98	84.48	66.67	95.56	85.00	82.76	89.66	92.24
5	85.71	28.57	42.86	75.29	99.43	95.40	75.69	96.69	93.37	80.50	64.00	69.13
6	83.33	83.33	66.67	75.29	87.93	86.78	75.56	87.78	86.11	79.31	85.63	76.72
7	83.33	66.67	83.33	74.71	93.68	89.08	75.00	92.78	88.89	79.02	80.17	86.21
8	50.00	66.67	50.00	76.00	86.29	94.29	75.14	85.64	92.82	63.00	76.48	72.14
9	28.57	57.14	42.86	77.01	87.93	87.93	75.14	86.74	86.19	52.79	72.54	65.39
10	83.33	66.67	100.00	77.59	93.10	90.23	77.78	92.22	90.56	80.46	79.89	95.11
Avg.	79.76	57.14	70.24	73.99	91.85	90.07	74.18	90.64	89.36	76.88	74.50	80.15
St dev.	23.15	28.10	23.97	3.69	4.83	3.29	3.18	4.16	2.83	10.62	12.84	11.22