Support Vector Machine, Support Vector Regression, Support Vector Classifier, Support Vectors, Machine Learning.
hyperplane: The soft-margin hyperplane is a modification of the maximum-margin hyperplane. It is used when the data points are not linearly separable. In such cases, the SVM algorithm allows some misclassifications or errors to occur, in order to achieve a good balance between the maximum margin