Support Vector Machine, Support Vector Regression, Support Vector Classifier, Support Vectors, Machine Learning.
and the number of misclassifications. The soft-margin hyperplane allows for some data points to be inside the margin or even on the wrong side of the margin. This type of marginal plane is used in the soft-margin SVM formulation. In both cases, the marginal plane is determined by the support