Support Vector Machine, Machine Learning, Artificial Intelligence, Data Science, Ambarish 224.
By maximizing the margin, SVMs are able to achieve a balance between fitting the data well and avoiding overfitting. The main concepts and terminology associated with SVMs include: Hyperplane: A hyperplane is a subspace of one dimension less than the input space. In the case of a linear SVM, the