Machine Learning, Support Vector Machine, Optimization, Data Science, Technology.
ensuring that there is a non-trivial margin between the positive points and negative points. The difficulty with the optimization problem illustrated above is what happens with data that is not linearly separable. In that case, there is no set of parameters w, b that can simultaneously satisfy all