Data Science, Kernel Trick, Nonlinear Models, Machine Learning, Data Transformation.
following example demonstrates how a nonlinear problem can be mapped to an approximated kernel-space using the Nyström method. Therefore, an RGB-kernel will be approximated and the achieved kernel parts C and 𝑊 will be used to transform the given feature-space into kernel-space. First, let’s create