Support Vector Machines - What are support vector machines techniques?

Among machine learning's numerous applications, Support Vector Machines (SVMs) are particularly useful for classification and regression. As a component of unsupervised machine learning, its goal is to establish a classification border between two classes for the purpose of label prediction using a feature vector or vectors.