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Table 13 Performance comparison of the proposed method with other methods

From: Detection of inter-patient left and right bundle branch block heartbeats in ECG using ensemble classifiers

Method

Inter-patient

NORM (%)

LBBB (%)

RBBB (%)

  

Sp

NP

Se

PP

Se

PP

Christov [7]

No

96.9

98.4

95.7

99.2

94.4

99.3

Jekova [8]

No

94.8

98.1

58.1

74.4

88.5

78.9

Yu [9]

No

98.8

-

98.8

-

99.2

-

Khazaee [10]

No

94.3

99.4

98.9

98.5

98.9

98.8

Mishra [11]

No

98.9

99.6

97.4

97.5

97.9

98.5

Daamouche [12]

No

86.3

-

88.8

-

89.4

-

Wang [13]

No

99.6

99.8

98.8

99.5

99.3

100

Yeh [26]

Unknown

99.0

97.3

91.1

96.5

95.1

94.2

Yeh [27]

Unknown

98.3

97.4

90.4

91.0

87.0

87.1

Yeh [28]

Unknown

95.6

97.9

91.3

92.3

90.5

90.7

Jekova [8]

Yes

87.2

92.3

18.8

25.2

43.2

52.7

Mishra [11]

Yes

93.2

-

87.4

-

82.4

-

Dokur [29]

Yes

100

96.7

94.6

91.0

98.6

94.2

Proposed method

Yes

81.5

98.0

91.4

37.3

92.8

88.8