Support Vector Machine, Machine Learning.
previous blog on Hard margin classifier to get a clear view. Note:- I will be using some conditions called KKT conditions while deriving the Duality of the problem, which is known to be karush-kuhn-tucker conditions. These are a set of necessary conditions for a solution to be optimal for