Material Classification on 3D In-Air Sonar Sensing dataset (test)
78.1Kappa (κ)Gradient-Boosted Trees
Evaluation results
| Method | Links | ||
|---|---|---|---|
| Gradient-Boosted TreesEvaluation=Averaged across random initializations and folds2026.03 | 78.1 | 89.55 | |
| Multi-Layer PerceptronEvaluation=Averaged across random initializations and folds2026.03 | 77.52 | 89.12 | |
| Random ForestEvaluation=Averaged across random initializations and folds2026.03 | 76.84 | 89.44 | |
| Decision TreeEvaluation=Averaged across random initializations and folds2026.03 | 76.82 | 89.03 | |
| Support Vector MachineEvaluation=Averaged across random initializations and folds2026.03 | 74.67 | 88.18 | |
| Logistic RegressionEvaluation=Averaged across random initializations and folds2026.03 | 40.34 | 71.77 |