From what I've seen, seems like the separation hyperplane must be in the form x.w + b = 0. I don't get very well this notation. From what I understand, x.w is a inner product, so it's result will be a scalar. How can be it that you can represent a hyperplane by a scalar + b? I'm quite confused with this. Also, even if it was x + b ...
I do know there are some libraries that allow to use Support vector Machines from python code, but I am looking specifically for libraries that allow one to teach it online (this is, without having to give it all the data at once). Are there any? ...
I want to use SMO (Sequential Minimal Optimization) in order to train an SVM (Support Vector Machine). Can anyone suggest existing C++ libraries which implement SMO? I plan to use this to train an SVM to find an object in a picture (probably a human). ...
Hello, In a particular application I was in need of machine learning (I know the things I studied in my undergraduate course). I used Support Vector Machines and got the problem solved. Its working fine. Now I need to improve the system. Problems here are I get additional training examples every week. Right now the system starts trai...