Transformers, Deep Learning, Time Series Analysis, Forecasting, Machine Learning.
the end predictions. The first experiment was straightforward: each model was trained and used to forecast the data. The look-back periods were varied as well. The full testing results can be found in table 1 but in summary, FEDFormer [6] was the best-performing transformer in most cases but was