Stage 2 region-specific track classification on AoA features LoS 2000 snapshots
99.82AccuracyRF
Evaluation Results
| Method | Links | |
|---|---|---|
| RFAoA Estimator=MUSIC, Optimization=Optuna2026.05 | 99.82 | |
| SVMAoA Estimator=ESPRIT, Optimization=Optuna2026.05 | 99.81 | |
| GBMAoA Estimator=MUSIC, Optimization=Optuna2026.05 | 99.63 | |
| SVMAoA Estimator=MUSIC, Optimization=Optuna2026.05 | 98.53 | |
| LightGBMAoA Estimator=MUSIC, Optimization=Optuna2026.05 | 97.98 | |
| XGBoostAoA Estimator=MUSIC, Optimization=Optuna2026.05 | 97.79 | |
| RFAoA Estimator=ESPRIT, Optimization=Optuna2026.05 | 97.05 | |
| GBMAoA Estimator=ESPRIT, Optimization=Optuna2026.05 | 94.85 | |
| RFAoA Estimator=MUSIC, Optimization=Baseline2026.05 | 94.3 | |
| XGBoostAoA Estimator=ESPRIT, Optimization=Optuna2026.05 | 93.74 | |
| RFAoA Estimator=ESPRIT, Optimization=Baseline2026.05 | 92.6 | |
| LightGBMAoA Estimator=ESPRIT, Optimization=Optuna2026.05 | 92.27 | |
| KNNAoA Estimator=ESPRIT, Optimization=Optuna2026.05 | 92.07 | |
| GBMAoA Estimator=MUSIC, Optimization=Baseline2026.05 | 89.5 | |
| XGBoostAoA Estimator=MUSIC, Optimization=Baseline2026.05 | 89.1 | |
| LRAoA Estimator=ESPRIT, Optimization=Optuna2026.05 | 88.4 | |
| LRAoA Estimator=ESPRIT, Optimization=Baseline2026.05 | 86.7 | |
| LightGBMAoA Estimator=MUSIC, Optimization=Baseline2026.05 | 86 | |
| KNNAoA Estimator=ESPRIT, Optimization=Baseline2026.05 | 85.1 | |
| XGBoostAoA Estimator=ESPRIT, Optimization=Baseline2026.05 | 84.7 | |
| GBMAoA Estimator=ESPRIT, Optimization=Baseline2026.05 | 83.4 | |
| LightGBMAoA Estimator=ESPRIT, Optimization=Baseline2026.05 | 82.3 | |
| KNNAoA Estimator=MUSIC, Optimization=Optuna2026.05 | 77.72 | |
| KNNAoA Estimator=MUSIC, Optimization=Baseline2026.05 | 76.6 | |
| LRAoA Estimator=MUSIC, Optimization=Optuna2026.05 | 74.4 | |
| LRAoA Estimator=MUSIC, Optimization=Baseline2026.05 | 71.1 |