Table 7 Performance of the optimized RF using BFS, PSO, WAO, and GWO with 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 | 99.41 | 99.42 | 99.41 | 99.42 | 99.41 | 100 | 0.1152 |
PSO-RF | 97.13 | 96.93 | 96.94 | 96.93 | 96.93 | 97.20 | 0.1264 |
WAO-RF | 96.75 | 96.76 | 96.75 | 96.76 | 96.75 | 97.08 | 0.1282 |
GWO-RF | 93.95 | 93.95 | 93.96 | 93.95 | 93.96 | 94.72 | 0.1328 |
