ECG-Based Subject Identification Using Common Spatial Pattern and SVM

Table 3

PTB-based subject identification methods in comparison with the proposed method.

Method	NS	DU(s)	IR	EER
Agrafioti and Hatzinakos [61]	13	10	96.2	NA
Agrafioti and Hatzinakos [62]	14	5	100	NA
Fatemian and Hatzinakos [63]	13	NA	99.62	NA
Safie et al. [64]	112	30	93.60	NA
Wang et al. [65]	13	NA	84.61	NA
Wübbeler et al. [66]	74	10	99	0.03
Zhao et al. [46]	25	NA	96.00	NA
Jekova and Bortolan [67]	14	10	92.9	NA
Tantawi et al. [3], Test set 1	14	~8	100	NA
Test set 2	6		83.3
Plataniotis et al. [41]	14	10	100	NA
Proposed method	200	7
Single-lead (I)			95.15	0.10
Single-lead (V3)			98.92	0.08
6 limb			89.89	0.04
6 chest			92.08	0.00
12 leads			85.54	0.00

DU: duration, NA: the information is not available or computable.