ECG-Based Subject Identification Using Common Spatial Pattern and SVM

Table 2

PTB dataset classification results with a segment length of 7 seconds for different numbers of subjects.

No. of subjects	I	II	III	aVR	aVL	aVF	V1	V2	V3	V4	V5	V6	Vx	Vy	Vz	6 limb	6 chest	12 leads
10	98.75	100.00	100.00	100.00	100.00	100.00	100.00	100.00	100.00	98.75	100.00	100.00	98.75	100.00	100.00	100.00	100.00	100.00
20	99.38	99.38	97.50	100.00	100.00	98.13	100.00	99.38	100.00	99.38	99.38	100.00	100.00	100.00	98.75	98.75	95.63	93.13
30	99.58	98.80	96.85	99.63	98.38	97.96	100.00	99.58	99.58	98.75	99.58	100.00	100.00	98.80	97.92	98.06	94.68	91.85
40	99.69	98.79	97.67	99.44	98.79	98.16	99.44	99.13	99.38	99.38	99.69	100.00	100.00	99.10	97.88	98.51	95.42	93.02
50	99.75	98.56	97.44	99.33	98.36	98.31	99.56	99.31	99.50	99.50	99.53	100.00	100.00	99.06	98.31	97.92	95.22	93.56
60	99.79	97.96	97.25	98.82	97.62	97.59	99.03	99.61	99.40	99.40	98.98	98.96	99.79	98.38	97.76	96.37	94.35	92.13
70	99.35	96.83	96.03	98.67	96.05	96.19	99.17	99.19	99.48	99.13	98.77	98.93	99.82	95.99	98.08	95.28	93.08	89.86
80	97.81	96.02	95.17	97.54	95.42	95.17	98.28	98.72	98.98	99.08	98.35	97.76	98.07	95.61	97.90	94.13	92.48	88.06
90	97.32	95.36	95.15	96.93	95.05	94.60	97.96	98.74	99.09	99.18	98.40	98.01	98.29	95.68	97.86	94.23	93.18	87.95
100	97.35	95.26	95.08	96.89	94.99	94.57	98.50	98.86	99.18	98.81	98.68	98.21	98.46	95.43	98.07	93.50	93.64	88.35
110	97.48	95.35	95.20	96.84	95.11	94.31	98.64	98.97	99.26	98.91	98.57	98.14	98.49	95.11	97.92	93.01	93.38	88.27
120	97.10	94.85	95.01	96.31	95.14	94.50	98.66	98.77	99.23	99.01	98.48	98.19	98.51	94.46	97.81	92.47	93.44	88.24
130	97.24	94.21	94.30	96.03	94.51	93.49	98.67	98.77	99.20	98.72	98.23	98.05	98.72	94.14	97.87	92.83	93.39	87.63
140	96.50	93.82	93.08	95.51	93.97	92.71	97.82	98.50	98.99	98.27	98.18	97.65	98.54	93.66	97.67	92.88	92.79	86.94
150	96.35	93.42	93.21	95.72	93.96	92.61	98.10	98.60	99.06	98.22	98.21	97.39	98.56	93.58	97.74	92.46	92.77	86.98
160	95.90	94.05	93.09	95.76	94.10	91.99	98.06	98.69	99.04	97.97	98.01	97.40	98.72	93.92	97.65	91.94	92.40	86.49
170	95.49	93.89	92.68	95.71	93.87	91.73	98.03	98.57	99.02	98.02	98.06	97.33	98.37	93.69	97.87	91.84	92.97	86.56
180	95.39	93.07	92.47	95.32	93.58	91.23	98.00	98.70	99.07	98.13	97.96	96.92	98.39	92.72	97.85	90.99	92.65	86.44
190	95.10	93.24	92.01	95.44	93.66	90.96	97.97	98.44	98.87	98.09	97.93	96.89	98.21	92.72	97.37	90.24	92.00	85.45
200	95.15	93.01	91.97	94.98	93.48	90.92	97.89	98.51	98.92	98.07	97.79	96.98	98.17	92.65	97.38	89.89	92.08	85.54