Beyond Accuracy: A Stability-Aware Metric for Multi-Horizon Forecasting

Chutian Ma, Grigorii Pomazkin, Giacinto Paolo Saggese +1

Traditional time series forecasting methods optimize for accuracy alone. This objective neglects temporal consistency, in other words, how consistently a model predicts the same fu…