Time Series Forecasting, Fourier, Ensemble Method, Data Science, Signal Processing.
one-hot encoding may run into the so-called dummy variable trap. You may also hear the term collinearity problem. In a nutshell, the Cp columns can be linearly combined to generate a constant “trend” for the bias term. If that’s the case, dummy encoding (K-1 encoding) is the solution — it is