Table 6 Logistic Regression 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 | 83.75% | 0.8222 | 0.94561 | 90.24% | 80.43% | 88.24% |
|
0.2 | 82.50% | 0.8313 | 0.94352 | 95.83% | 73.40% | 95.45% |
|
0.3 | 85.42% | 0.8606 | 0.95105 | 93.10% | 80.00% | 92.38% |
|
0.4 | 83.75% | 0.8556 | 0.94184 | 90.06% | 81.48% | 86.95% |
|
