Research Article
ECG Classification for Detecting ECG Arrhythmia Empowered with Deep Learning Approaches
Table 4
Confusion matrix of CAA-TL model (training & validation).
| Images | Confusion matrix | Confusion matrix | CAA-TL model (AlexNet) | CAA-TL model (AlexNet) | 80% samples for training | 20% samples for validation |
| F | 2277 | 4 | 15 | 87 | 111 | 547 | 3 | 7 | 28 | 7 | N | 6 | 3090 | 4 | 2 | 14 | 1 | 769 | 2 | 0 | 10 | Q | 7 | 0 | 1916 | 48 | 3 | 1 | 0 | 473 | 15 | 0 | S | 86 | 1 | 49 | 3036 | 40 | 20 | 1 | 13 | 748 | 0 | V | 124 | 8 | 16 | 27 | 2632 | 31 | 3 | 5 | 9 | 1047 |
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