Matematičko modeliranje induktivnog mašinskog učenja / Mathematical modeling of inductive machine learning

• Main Author: Vladislav Miškovic
• Format: Article
• Language: English
• Published: University of Defence in Belgrade 2003-01-01
• Series: Vojnotehnički Glasnik
• Subjects: induktivno mašinsko učenje; matematičko modeliranje; model PAC; algoritmi; inductive machine learning; mathematical modeling; PAC model; algorithms
• Online Access: http://scindeks-clanci.ceon.rs/data/pdf/0042-8469/2003/0042-84690301009M.pdf

U radu se razmatra modeliranje induktivnog mašinskog učenja (inductive machine learning). Izloženi su najznačajniji matematički modeli i njihov odnos prema praktično realizovanim algoritmima. Prikazane su osnovne karakteristike najpoznatijih svetskih i jednog sopstvenog sistema induktivnog učenja, kao i primeri upotrebe sistema u zadacima predviđanja. / This paper considers mathematical modeling of inductive machine learning Most important mathematical models and their relations to practical realizations of algorithms are reviewed. The basic characteristics of some best known systems and one author's system for inductive rules learning are described and some examples of using systems in prediction tasks are presented.