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Table 3 Comparison of different approaches’ classification accuracy

From: Cardiology knowledge free ECG feature extraction using generalized tensor rank one discriminant analysis

Model

N (%)

L (%)

R (%)

V (%)

S (%)

E (%)

PCA

87.79

76.54

83.62

93.90

97.30

86.97

ICA

92.96

83.09

87.97

98.10

97.10

84.43

LDA

83.64

64.77

67.38

85.50

95.10

73.60

UMPCA

94.43

85.43

86.46

92.20

90.80

91.45

TR1DA

92.96

93.53

95.26

93.26

100.00

92.16

GTR1DA

99.86

99.73

100.00

100.00

100.00

100.00