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Table 5 Method classification results

From: ECG signal classification based on deep CNN and BiLSTM

Method F1-score Accurary
Normal AF Other Overall  
Multi-SVM [22] 0.90 0.81 0.72 0.81  
Double-layer independent CNN [23] 0.91 0.83 O.72 0.82  
21-layer 1D CNN [24] 0.919 0.858 0.816 0.864  
XGBoost and LSTMs stacked by LDA [25] 0.953 0.838 0.850 0.880  
Decision tree ensemble [26] 0.889 0.791 0.702 0.80  
8CSL [29] 0.895  
Article method 0.931 0.864 0.830 0.891 0.893