Next charging nodes recommendation on NextTrade-EV
0.9795NDCG@1LightGBM
Evaluation Results
| Method | Links | |||||||||
|---|---|---|---|---|---|---|---|---|---|---|
| LightGBMLearning-to-rank objective=LambdaRank2026.03 | 0.9795 | 0.1931 | 0.9725 | 0.5112 | 0.9762 | 0.6848 | 0.9811 | 0.8889 | 0.999 | |
| CatBoostLearning-to-rank objective=PairLogit2026.03 | 0.9678 | 0.1924 | 0.9646 | 0.5111 | 0.9709 | 0.6854 | 0.9772 | 0.89 | 0.9982 | |
| XGBoostLearning-to-rank objective=Pairwise2026.03 | 0.9655 | 0.1926 | 0.9623 | 0.5119 | 0.9689 | 0.6854 | 0.9749 | 0.8899 | 0.9984 |