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ResearchFormerly WizWand

Flight Delay Prediction on BTS 707K 2018 (test)

0.898AUCZhou (2025) two-stage
0.758640.794820.8310.86718May 8, 2026
Updated 5mo ago

Evaluation results

MethodLinks
Zhou (2025) two-stageHPO=Yes2026.050.898
XGBoost Deep (depth=10)Feat.=27, HPO=No, training_sample=full 5.6M set2026.050.886
FlightSense V3 + HPOFeat.=27, HPO=Yes2026.050.879
Zhou (2025) single-stageHPO=Yes2026.050.865
XGBoost Medium (depth=6)Feat.=27, HPO=No, training_sample=full 5.6M set2026.050.858
Random ForestFeat.=27, HPO=No, training_sample=100K sample2026.050.811
XGBoost Shallow (depth=3)Feat.=27, HPO=No, training_sample=full 5.6M set2026.050.811
Logistic RegressionFeat.=27, HPO=No, training_sample=100K sample2026.050.764