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Table 6 The performance results of recurrent network algorithms

From: Improved delineation model of a standard 12-lead electrocardiogram based on a deep learning algorithm

Algorithms

Performance Results (%)

ACC

SEN

SPE

PRE

F1

GRU

98.13

93.02

98.82

93.20

93.06

BiGRU

98.53

94.83

99.08

94.38

94.56

LSTM

98.03

92.41

98.75

93.20

92.75

BiLSTM

98.82

95.93

99.21

95.94

95.93