What a kernel is, what C, epsilon, gamma and the length scale mean in support vector regression and Gaussian process regression, why the inputs are scaled first, and what the uncertainty from a Gaussian process rests on. [read]
essay Kernel models in plain terms
2025-11-25 / AI / series From zero / machine-learning, support-vector-regression, gaussian-processes, scikit-learn