Table 3 Random Forest 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 | 96.25% | 0.9552 | 0.99213 | 96.97% | 94.12% | 97.83% |
|
0.2 | 95.63% | 0.9600 | 0.99212 | 94.38% | 97.67 | 93.24% |
|
0.3 | 97.51% | 0.9750 | 0.99128 | 96.67% | 0.9831 | 96.72% |
|
0.4 | 95.94% | 0.9590 | 0.99236 | 97.44% | 94.41% | 97.48% |
|
