Table 2 Decision Tree 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 | 91.25% | 0.8889 | 0.90090 | 96.55% | 82.35% | 97.83% |
|
0.2 | 93.75% | 0.9419 | 0.93812 | 93.10% | 95.29% | 92.00% |
|
0.3 | 90.42% | 0.9084 | 0.90382 | 91.20% | 90.48% | 90.35% |
|
0.4 | 90.63% | 0.9112 | 0.90551 | 94.48% | 88.00% | 93.79% |
|
