What is the default kernel function in SVM? Can other kernel functions be used? Provide examples of other kernel functions.
Monday, 07 August 2023 by EITCA Academy
The default kernel function in Support Vector Machines (SVM) is the Radial Basis Function (RBF) kernel, also known as the Gaussian kernel. The RBF kernel is widely used due to its ability to capture complex non-linear relationships between data points. It is defined as: K(x, y) = exp(-gamma * ||x – y||^2) Here, x and