Machine Learning, Kernel, Hilbert Space, Mercer Theorem.
to a new higher dimensional space so that it can become linearly separable. Now we can apply our traditional machine learning algorithms. For example, in the figure below, consider the points having black, green, and red color in class 1 and the rest in class 2. After comparing the two images, its