Research Article
Cloud-Based Framework for COVID-19 Detection through Feature Fusion with Bootstrap Aggregated Extreme Learning Machine
Table 6
Evaluation metrics for ELM.
| Task | Hidden layers | Precision | Sensitivity | Specificity | Accuracy | F-score | MCC |
| COVID-19 and non-COVID-19 | 50 | 95.7 | 97.8 | 64.7 | 94.1 | 96.7 | 68 | 100 | 96.1 | 97.9 | 67 | 94.6 | 97 | 70 | 150 | 96.1 | 98.4 | 69 | 95.1 | 97.2 | 73 | Aggregation | 96.5 | 98.7 | 71.5 | 95.7 | 97.6 | 77 |
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