Synthetic electrical load forecasting dataset with ground-truth SHAP explanations

Zenodo (CERN European Organization for Nuclear Research) 2026 Dataset Open access

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Authors: Matthias Hertel
DOI: 10.5281/zenodo.19485917
Cited by: 1

Abstract

120,000 examples of synthetic electrical load time series with exogenous features. 10,000 examples of the test set have ground-truth SHAP explanations. Example code for using the dataset can be found here: https://github.com/KIT-IAI/SHAPformer

Publication details

Journal / source
Zenodo (CERN European Organization for Nuclear Research)
Publication date
9 April 2026
Document type
Dataset