Classification, Support Vector Machine, Roc Curve, Rbf Kernels.
hyperplane, and 𝑓(𝑋) < 0 for points on the other. If we code the coloured points as 𝑌 = +1 for blue, say, and 𝑌 = −1for mauve, then 𝑌.𝑓(𝑋 )> 0 for all points, and 𝑓(𝑋) = 0 defines a separating hyperplane. Maximal Margin Classifer Among all separating hyperplanes, find the one that makes the biggest