Introduction to SVM

Transformed dataset

A simple classical problem SVM finds an optimal “hyperplane“ between two groups of datapoints. Although the optimization problem it solves is always linear, we can incorporate other geometric structures by transforming the data to other spaces. In the simplest case, consider this two dimensional example. Our objective is to find the optimal separating line between […]