Support Vector Machine, Support Vector Regression, Support Vector Classifier, Support Vectors, Machine Learning.
margin from the nearest data points of each class. It is also known as the optimal hyperplane. This hyperplane is chosen because it provides the largest possible separation between the different classes of data points. This type of marginal plane is used in the standard SVM formulation. Soft-margin