Surrogate Modeling for Explainable Predictive Time Series Corrections

Alfredo Lopez, Florian Sobieczky

We introduce a local surrogate approach for explainable time-series forecasting. An initially non-interpretable predictive model to improve the forecast of a classical time-series…