Transformers, Deep Learning, Time Series Analysis, Forecasting, Machine Learning.
depend on whether the model can capture trend and periodicity well and the farther the horizon is, the worse the prediction should be. The authors discovered that the performance of the transformers only drops slightly between the “close” and “far” windows. This implies that the transformers may be