Research Article
ECG Classification for Detecting ECG Arrhythmia Empowered with Deep Learning Approaches
Table 8
Percentage accuracy of transfer learning approaches for proposed CAA-TL model.
| | Percentage accuracy of different classes of CAA-TL model | | Classes | AlexNet | SqueezeNet | ResNet50 | | TR | VL | TR | VL | TR | VL |
| | V | 99.26% | 97.48% | 100% | 71.52% | 100% | 71.52% | | S | 97.70% | 97.50% | 100% | 71.55% | 100% | 71.52% | | Q | 98.85% | 98.96% | 100% | 99.97% | 100% | 100% | | N | 99.47% | 99.74% | 77.19% | 83.96% | 77.19% | 79.25% | | F | 97.38% | 76.67% | 77.19% | 79.20% | 77.19% | 79.25% | | %Age average | 98.38% | 94.07% | 90.08% | 81.24% | 91% | 80.30% |
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