Table 4 Classification results of RF (max-depth = 20, number estimators = 300) using fivefold cross validation
From: Decision tree-based learning and laboratory data mining: an efficient approach to amebiasis testing
Class | Accuracy | Precision | Recall | F1 score | Support |
|---|---|---|---|---|---|
Non-amebiasis (0) | 0.90 | 0.90 | 0.91 | 0.91 | 314 |
Amebiasis (1) | 0.96 | 0.96 | 0.96 | 0.96 | 760 |
Weighted average | 0.95 | 0.95 | 0.95 | 0.95 | 1074 |