Machine Learning With Python Video 17 : Support Vector Regression (SVR)

In this video we will discuss about support vector regression that is a part of support vector machine , as we know support vector machines can be used for both regression and classification data type .SVMs solve binary classification problems by formulating them as convex optimization problems. The optimization problem entails finding the maximum margin separating the hyperplane, while correctly classifying as many training points as possible. SVMs represent this optimal hyperplane with support vectors.