TempShap: When and How Much a Feature Matters in Time-Series Forecasting

Chi Zhao, Anastasiia Chelnokova, Jing Liu +1

Attribution for a time-series forecaster should answer two questions that a feature-level scalar cannot: when in the input window a feature acts, and how much its influence changes…