Table 5 Support Vector Machine Classifier results
From: Topological data analysis and machine learning for COVID-19 detection in CT scan lung images
Test size | Accuracy (%) | F1 score | AUC score | Precision % | Recall% | Specificity % | Confusion Matrix |
|---|---|---|---|---|---|---|---|
0.1 | 93.75% | 0.9315 | 0.98921 | 97.14% | 89.47% | 97.62% |
|
0.2 | 94.38% | 0.9508 | 0.99022 | 98.86% | 91.58% | 98.46% |
|
0.3 | 96.25% | 0.9639 | 0.99350 | 97.56% | 95.24% | 97.37% |
|
0.4 | 94.69% | 0.9489 | 0.98586 | 97.53% | 92.40% | 97.48% |
|
