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ResearchFormerly WizWand

Stage 2 region-specific track classification on AoA features LoS 2000 snapshots

99.82AccuracyRF
69.951277.705685.4693.2144May 6, 2026
Updated 6mo ago

Evaluation results

MethodLinks
RFAoA Estimator=MUSIC, Optimization=Optuna2026.0599.82
SVMAoA Estimator=ESPRIT, Optimization=Optuna2026.0599.81
GBMAoA Estimator=MUSIC, Optimization=Optuna2026.0599.63
SVMAoA Estimator=MUSIC, Optimization=Optuna2026.0598.53
LightGBMAoA Estimator=MUSIC, Optimization=Optuna2026.0597.98
XGBoostAoA Estimator=MUSIC, Optimization=Optuna2026.0597.79
RFAoA Estimator=ESPRIT, Optimization=Optuna2026.0597.05
GBMAoA Estimator=ESPRIT, Optimization=Optuna2026.0594.85
RFAoA Estimator=MUSIC, Optimization=Baseline2026.0594.3
XGBoostAoA Estimator=ESPRIT, Optimization=Optuna2026.0593.74
RFAoA Estimator=ESPRIT, Optimization=Baseline2026.0592.6
LightGBMAoA Estimator=ESPRIT, Optimization=Optuna2026.0592.27
KNNAoA Estimator=ESPRIT, Optimization=Optuna2026.0592.07
GBMAoA Estimator=MUSIC, Optimization=Baseline2026.0589.5
XGBoostAoA Estimator=MUSIC, Optimization=Baseline2026.0589.1
LRAoA Estimator=ESPRIT, Optimization=Optuna2026.0588.4
LRAoA Estimator=ESPRIT, Optimization=Baseline2026.0586.7
LightGBMAoA Estimator=MUSIC, Optimization=Baseline2026.0586
KNNAoA Estimator=ESPRIT, Optimization=Baseline2026.0585.1
XGBoostAoA Estimator=ESPRIT, Optimization=Baseline2026.0584.7
GBMAoA Estimator=ESPRIT, Optimization=Baseline2026.0583.4
LightGBMAoA Estimator=ESPRIT, Optimization=Baseline2026.0582.3
KNNAoA Estimator=MUSIC, Optimization=Optuna2026.0577.72
KNNAoA Estimator=MUSIC, Optimization=Baseline2026.0576.6
LRAoA Estimator=MUSIC, Optimization=Optuna2026.0574.4
LRAoA Estimator=MUSIC, Optimization=Baseline2026.0571.1