Machine Learning, Kernel, Hilbert Space, Mercer Theorem.
some finite n or to the space L₂. Each element in this space is a function. This function is a linear combination of our input features. This is similar to our weight vector, as it is a linear combination of the feature vectors of the training points. Thus finding the weight vector is equivalent to