Table 5 Five-fold cross-validation of CNN-LSTM-SE model
From: Heart failure classification using deep learning to extract spatiotemporal features from ECG
Fold | Acc(%) | PPV(%) | Sen(%) | Spe(%) |
|---|---|---|---|---|
First Fold | 99.11 | 98.835 | 99.17 | 99.67 |
Second Fold | 99.25 | 99.2975 | 99.1175 | 99.715 |
Third Fold | 98.76 | 98.0475 | 98.875 | 99.5325 |
Fourth Fold | 99.14 | 99.3175 | 98.8875 | 99.665 |
Fifth Fold | 99.19 | 99.43 | 99.1175 | 99.6625 |
Average | 99.09 | 98.9855 | 99.033 | 99.649 |