Material Classification on 3D In-Air Sonar Sensing dataset (train)
91.37KappaGradient-Boosted Trees
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Gradient-Boosted TreesEvaluation=Averaged across random initializations and folds2026.03 | 91.37 | 95.95 | |
| Random ForestEvaluation=Averaged across random initializations and folds2026.03 | 91.16 | 95.82 | |
| Decision TreeEvaluation=Averaged across random initializations and folds2026.03 | 89.49 | 94.88 | |
| Multi-Layer PerceptronEvaluation=Averaged across random initializations and folds2026.03 | 89.42 | 95.03 | |
| Support Vector MachineEvaluation=Averaged across random initializations and folds2026.03 | 88.03 | 94.28 | |
| Logistic RegressionEvaluation=Averaged across random initializations and folds2026.03 | 45.18 | 74.66 |