Table 7 Performance comparison with ensemble techniques.
From: Enhancing lane detection in autonomous vehicles with multi-armed bandit ensemble learning
Segmentation Model | Accuracy | RMSE | IoU | Dice Coefficient |
|---|---|---|---|---|
MAB-Ensemble | 90.28 | 13.92 | 91.51 | 92.73 |
Majority Voting | 84.5 | 17.28 | 85.34 | 85.10 |
Random Forest | 85.3 | 16.78 | 86.12 | 85.78 |
Stacking | 87.1 | 15.48 | 88.22 | 87.85 |
Weighted Averaging | 83.9 | 17.68 | 84.78 | 84.47 |
