Support Vector Machine, Support Vector Regression, Support Vector Classifier, Support Vectors, Machine Learning.
points closest to the marginal plane, from each of the two classes. These data points lie on the margin of the separating hyperplane, and they are the only data points that are necessary for determining the hyperplane. The SVM algorithm uses these support vectors to find the optimal hyperplane that