Research Article
Assessment of Electrocardiogram Rhythms by GoogLeNet Deep Neural Network Architecture
Table 5
Arrhythmia classification using the basic inception module.
| | Ground truth | Classification result | | NSR | LBBB | RBBB | APC | PVC |
| | NSR | 4,788 | 51 | 39 | 66 | 56 | | LBBB | 19 | 1,973 | 3 | 3 | 2 | | RBBB | 21 | 2 | 1,371 | 5 | 1 | | APC | 41 | 3 | 6 | 541 | 9 | | PVC | 10 | 6 | 1 | 14 | 1169 | | Misclassification error (%) | 1.87 | 3.05 | 3.45 | 13.99 | 5.5 |
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