Beyond Average Error through Oracle-Informed Stress Tests for Time-Series Forecasting
Paired, mechanism-controlled stress tests that decompose changes in expected squared error at each lead time into environmental risk and forecast-oracle distance are introduced, using an origin-conditioned predictive oracle unavailable to the evaluated models.
Xu Lin, Run-Heng Zuo, Sheng-Xuan Xu et al.
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