Time Series Forecasting, Fourier, Ensemble Method, Data Science, Signal Processing.
pairs, are more meaningful when they reflect the variation in time of the seasonality they are modeling. Adjusting the seasonal feature’s envelope via the Fourier transform is particularly effective for linear models. Boosted trees do not benefit as much, but you can still see improvements almost