Limitations of machine learning for building energy prediction: ASHRAE Great Energy Predictor III Kaggle competition error analysis

1 code implementation • 25 Jun 2021 • Clayton Miller, Bianca Picchetti, Chun Fu, Jovan Pantelic

Higher magnitude (out-of-range) errors (RMSLE_scaled > 0. 3) occur in 4. 8% of the test data and are unlikely to be accurately predicted.

BIG-bench Machine Learning