Time Series Forecasting, Fourier, Ensemble Method, Data Science, Signal Processing.
performance is a vast topic. The behavior of any model does not depend on a single feature, or on a single technique. However, if you’re looking to extract all you can out of a given model, you should probably feed it meaningful features. One-hot encoding or dummy encoding, or sine/cosine Fourier