Classification, Support Vector Machine, Roc Curve, Rbf Kernels.
vector classifier maximizes a soft margin. We can modify the optimization problem to the following: By relaxing the constraint we can reformulate the optimization problem as, The slack variable, 𝜖𝑖, values indicate where the observation lies: 𝜖𝑖 = 0 observations lie on the correct side of the