Time Series Forecasting, Fourier, Ensemble Method, Data Science, Signal Processing.
because of how the Fourier transform works, it also captures all the P-submultiple components (P/2, etc). One-hot encoded time features can learn arbitrarily complex waveforms very well. On the other hand, if P is large then the number of one-hot encoded columns is also large, and then you run into