Spectral Predictability as a Fast Reliability Indicator for Time Series Forecasting Model Selection

Oliver Wang, Pengrui Quan, Kang Yang +1

Practitioners deploying time series forecasting models face a dilemma: exhaustively validating dozens of models is computationally prohibitive, yet choosing the wrong model risks p…