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Journal of Healthcare Engineering
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Journal of Healthcare Engineering
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2019
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Article
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Tab 6
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Research Article
An Effective LSTM Recurrent Network to Detect Arrhythmia on Imbalanced ECG Dataset
Table 6
LSTM network classification results on the testing set using two different loss methods.
Cost function
ACC (%)
RE (%)
SP (%)
PR (%)
F
1 (%)
Cross entropy
98.70
98.70
98.05
98.75
98.36
Focal loss (
)
99.26
99.26
99.14
99.30
99.27