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Table 3 The results of ECG arrhythmia classification by using different sets of cumulants

From: A robust method for diagnosis of morphological arrhythmias based on Hermitian model of higher-order statistics

Order of the cumulants with the same results

Occurrence

(%)

True Classification (%)

False Classification (%)

2,3 and 4

94.85

99.04

0.96

2 and 3

1.31

71.43

28.57

2 and 4

0.77

48.28

51.72

3 and 4

2.43

76.92

23.08

Only 2

0.64

4.17

95.83

Only 3

0.64

54.17

45.83

Only 4

0.64

20.83

79.17