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Table 3 Classification accuracy of feature \(S_{v}\) 70 min before SCD

From: Intelligent prediction of sudden cardiac death based on multi-domain feature fusion of heart rate variability signals

Time

Acc

Spe

Sen

SCD10

86.79%

86.67%

83.33%

SCD20

90.00%

93.33%

87.00%

SCD30

92.14%

95.00%

91.00%

SCD40

89.29%

90.00%

88.33%

SCD50

81.43%

82.00%

88.00%

SCD60

82.50%

88.33%

80.33%

SCD70

87.50%

100%

77.00%

Mean ± standared deviation

87.09% ± 3.92%

90.76% ± 5.91%

85.00% ± 4.98%

  1. The bold part represents the best result among different time parts for Acc, Spe and Sen