Table 8 Performance of the optimized RF using BFS, PSO, WAO, and GWO without preprocessing.
From: Orthopedic disease classification based on breadth-first search algorithm
Optimized RF models | Accuracy | Sensitivity (TRP) | Specificity (TNP) | F-score | Precision | AUC | Fitted time |
|---|---|---|---|---|---|---|---|
BFS-RF | 96.03 | 95.74 | 95.52 | 95.5 | 95.72 | 96.06 | 0.3252 |
PSO-RF | 93.698 | 93.18 | 93.15 | 93.08 | 93.19 | 93.39 | 0.3564 |
WAO-RF | 92.98 | 92.93 | 92.93 | 92.97 | 92.83 | 93.45 | 0.3682 |
GWO-RF | 90.563 | 90.26 | 90.05 | 90.26 | 90.1 | 91.41 | 0.3928 |
