Research Article
Speech as a Biomarker for COVID-19 Detection Using Machine Learning
Table 5
Test evaluation for binary classification
| | Test sample | Actual class | Predicted class | | BDT | DF | NN | LoR | SVM |
| | 1 | 0 | 0 | 1 | 0 | 0 | 1 | | 2 | 1 | 1 | 1 | 0 | 1 | 1 | | 3 | 1 | 1 | 1 | 1 | 0 | 0 | | 4 | 0 | 1 | 0 | 1 | 1 | 1 | | 5 | 1 | 1 | 1 | 0 | 1 | 1 | | 6 | 0 | 0 | 0 | 0 | 0 | 0 | | 7 | 1 | 0 | 0 | 1 | 1 | 1 | | 8 | 1 | 1 | 1 | 1 | 0 | 0 | | 9 | 1 | 0 | 0 | 0 | 1 | 1 | | 10 | 0 | 1 | 0 | 0 | 1 | 1 | | 11 | 1 | 0 | 1 | 1 | 1 | 1 | | 12 | 0 | 0 | 1 | 1 | 0 | 0 | | 13 | 0 | 1 | 0 | 1 | 1 | 0 | | 14 | 1 | 1 | 1 | 1 | 0 | 1 | | 15 | 0 | 0 | 0 | 0 | 0 | 1 | | 16 | 0 | 1 | 1 | 0 | 0 | 1 | | 17 | 1 | 1 | 1 | 0 | 0 | 0 | | 18 | 1 | 0 | 1 | 1 | 1 | 1 | | 19 | 0 | 0 | 0 | 1 | 0 | 1 | | 20 | 1 | 1 | 1 | 1 | 0 | 1 |
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