Table 9 Performance comparison of ML models and proposed approach as ablation study analysis
From: Novel transfer learning based bone fracture detection using radiographic images
Model | Performance accuracy using classical approaches (MobileNet and LGBM) | Performance accuracy using proposed MobLG-Net method |
|---|---|---|
KNN | 0.72 | 0.98 |
LGB | 0.93 | 0.99 |
LR | 0.64 | 0.99 |
RF | 0.89 | 0.98 |