Primjena genetskog programiranja na problem klasifikacije podataka

undergraduate thesis

• Title (english): Classification of data with genetic programming
• Author: Ivan Vlašić
• Mentor: Domagoj Jakobović (mentor)
• Committee member: Domagoj Jakobović (predsjednik povjerenstva)
• Committee member: Nikolina Frid (član povjerenstva)
• Committee member: Marko Đurasević (član povjerenstva)
• Granter: University of Zagreb; Faculty of Electrical Engineering and Computing; Zagreb
• Defense date and country: 2016-07-11, Croatia
• Scientific / art field, discipline and subdiscipline: TECHNICAL SCIENCES; Computing

Abstract

Problemi klasifikacije su danas jedni od najraširenijih problema s kojima se susrećemo.
U radu se opisuje uporaba genetskog programiranja na problemu klasifikacije te ´
implementacija i primjena klasifikatora s jednim ili više regresijskih stabala. Napravljena
je analiza njihovog rada te su opisani problemi i moguca poboljšanja.

Abstract (english)

Classification problems are one of the widely spread problems that are encountered
in everyday life. Our goal in this thesis is to describe use of genetic programming
on classification and implementation of the classifiers with one or more regression
trees together with detailed analysis and explanation of possible problems and improvements.

• Keywords: ECF; genetsko programiranje; klasifikacija; regresijska stabla
• Keywords (english): ECF; genetic programming; classification; regression trees
• Language: croatian
• URN:NBN: urn:nbn:hr:168:447701
• Study programme: Title: Computing; Study programme type: university; Study level: undergraduate; Academic / professional title: sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva (sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka računarstva)
• Type of resource: Text
• File origin: Born digital
• Access conditions: Closed access
• Created on: 2018-02-06 14:22:19