Table 3 Performance metrics evolution for Kaggle wind turbine SCADA dataset by Karaman49.

From: Enhanced wind power forecasting using machine learning, deep learning models and ensemble integration

ML models

Performance evaluation on training data set

Performance evaluation on testing data set

MAE

MSE

RMSE

R2

MAE

MSE

RMSE

R2

ANN

0.0224

0.0057

0.0757

0.9345

0.0245

0.006

0.0787

0.9301

CNN

0.0218

0.0054

0.0732

0.9388

0.0235

0.0055

0.0742

0.9378

RNN

0.0196

0.0038

0.0615

0.9567

0.0218

0.0043

0.0656

0.9514

LSTM

0.0179

0.0027

0.0517

0.9694

0.0209

0.0038

0.0614

0.9574