Anti-pattern Detection Using Machine Learning

Artemii Bykov, Maxim Salo, Vyacheslav Goreev

Demonstration of analyzing a real-world code using machine learning. The syntax flaw detection may be formalized using type rules or content-free grammars. However, many anti-patterns do not have a straightforward definition because there exist no standard notations which can be used to describe them.