Table 6 Ablation study performance comparison.
From: A hybrid model combining 1D-CNN and BERT for intelligent ECG arrhythmia classification
Model | Accuracy/% | F1-score/% | Specificity/% | Precision/% | Recall/% |
|---|---|---|---|---|---|
CNN-BERT | 99.281 | 95.904 | 99.500 | 95.524 | 95.685 |
BERT | 99.263 | 95.274 | 99.459 | 95.563 | 94.986 |
