Transformers, Deep Learning, Time Series Analysis, Forecasting, Machine Learning.
and the error actually increases for a few models (view figure 4 for full results). In comparison, the performance of the Linear models significantly improved with the inclusion of more time steps. Figure 4: MSE Results when varying the look-back period length (Figure produced by Zeng et al. [1])