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. 2014 Mar 27;14(4):5994–6011. doi: 10.3390/s140405994

Table 3.

Performance comparison among ECG signal feature extraction methods.

Algorithm Database Performance


Nrec N Ar (%)
PCA [9] 18 17,129 97.48
41 19,865 96.28

NNs [2123] 45 21,432 95.28
46 21,564 97.15
6 2,648 97

KNN Classifier [24] 21 16,735 94.36
42 21,433 93.12

Gaussian Process [25] 20 8,530 97.05
25 11,144 96.84

Proposed Algorithm 14 19,568 99.15