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Point prediction on Logistics Dataset Location L2, Overall instances

0.13Avg QLXGB-S1
0.12720.14610.1650.1839Feb 23, 2026

Evaluation results

MethodLinks
XGB-S1algorithm=XGBoost, stages=single-step2026.020.130.33
CatB-S1algorithm=CatBoost, stages=single-step2026.020.140.41
DL (ours)algorithm=multi-task deep learning model2026.020.140.37
CatB-S2algorithm=CatBoost, stages=two-step2026.020.170.37
XGB-S2algorithm=XGBoost, stages=two-step2026.020.20.4