A quadratic classifier is used in machine learning and statistical classification to separate measurements of two or more classes of objects or events by a quadric surface. It is a more general version of the linear classifier.
Read more about Quadratic Classifier: The Classification Problem, Quadratic Discriminant Analysis, Other Quadratic Classifiers