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Point prediction on Logistics Dataset Location L1 Overall instances

0.05Avg QLXGB-S1
0.04760.06380.080.0962Feb 23, 2026

Evaluation results

MethodLinks
XGB-S1algorithm=XGBoost, stages=single-step2026.020.050.1
CatB-S1algorithm=CatBoost, stages=single-step2026.020.050.11
DL (ours)algorithm=multi-task deep learning model2026.020.050.12
CatB-S2algorithm=CatBoost, stages=two-step2026.020.10.21
XGB-S2algorithm=XGBoost, stages=two-step2026.020.110.23