Classification, Support Vector Machine, Roc Curve, Rbf Kernels.
separation is possible. What is a hyperplane? A hyperplane in 𝑝𝑝 dimensions is a flat affine subspace of dimension 𝑝 − 1. In general the equation for a hyperplane has the form 𝑏0 + 𝑏1𝑋1 + 𝑏2𝑋2 + ⋯ + 𝑏𝑝𝑋𝑝 = 0. In 𝑝 = 2 dimensions a hyperplane is a line. If 𝑏0 = 0, the hyperplane goes through the