Table 2 Forecasting performance across methods.

From: Ranking-oriented machine learning framework for probabilistic wind power forecasting with temporal reliability constraints

Model

MAE (MW)

RMSE (MW)

NDCG

MAP

Proposed (rank-aware)

5.92

7.44

0.883

0.729

LambdaMART

6.87

8.73

0.814

0.643

LSTM

7.91

10.12

0.752

0.591

XGBoost

8.42

10.45

0.731

0.567