Читать книгу Intelligent Data Analytics for Terror Threat Prediction - Группа авторов - Страница 27

SVM algorithm looks to maximize the margin between the data points and the hyper plane. The loss function that helps maximize the margin is hinge loss [8] and is defined as follows:

(1.2)

If predicted value and expected value have the same sign then the cost function is 0.