SVM Scaling Issues with One-Class Novelty Detection

My embedded implementation of a novelty detection algorithm started returning 0.0 where I was expecting a negative number, for some random input data I gave it. Digging into the maths, the kernel that it uses – a Radial Basis Function (RBF) returns Where gamma is …