The equation used to classify new points in Support Vector Machines (SVM) is known as the Support Vector Assertion. SVM is a popular machine learning algorithm used for classification and regression tasks. It is particularly effective in solving complex problems with high-dimensional data. The Support Vector Assertion is derived from the decision function of SVM.