The Maximum Cosine Framework for Deriving Perceptron Based Linear Classifiers

Nader H. Bshouty, Catherine A. Haddad-Zaknoon

In this work, we introduce a mathematical framework, called the Maximum Cosine Framework or MCF, for deriving new linear classifiers. The method is based on selecting an appropriat…