Reducing the Lookback and Forecast Periods Predictive accuracy increases with lookback period length Reducing the period under
12 months results in a noisier prediction, due to a lack of a full seasonal training cycle Lookback [wk] MAE [%] 52 4.52 65 2.05 78 3.40 91 3.01 104 1.60
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