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undergraduate thesis
Implementacija i vrednovanje algoritma za izgradnju stabla odluke C4.5
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2018. urn:nbn:hr:168:854103
Kiseljak, Luka
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

Cite this document

Kiseljak, L. (2018). Implementacija i vrednovanje algoritma za izgradnju stabla odluke C4.5 (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:854103

Kiseljak, Luka. "Implementacija i vrednovanje algoritma za izgradnju stabla odluke C4.5." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2018. https://urn.nsk.hr/urn:nbn:hr:168:854103

Kiseljak, Luka. "Implementacija i vrednovanje algoritma za izgradnju stabla odluke C4.5." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2018. https://urn.nsk.hr/urn:nbn:hr:168:854103

Kiseljak, L. (2018). 'Implementacija i vrednovanje algoritma za izgradnju stabla odluke C4.5', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 23 November 2024, https://urn.nsk.hr/urn:nbn:hr:168:854103

Kiseljak L. Implementacija i vrednovanje algoritma za izgradnju stabla odluke C4.5 [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2018 [cited 2024 November 23] Available at: https://urn.nsk.hr/urn:nbn:hr:168:854103

L. Kiseljak, "Implementacija i vrednovanje algoritma za izgradnju stabla odluke C4.5", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2018. Available at: https://urn.nsk.hr/urn:nbn:hr:168:854103

Metadata
TitleImplementacija i vrednovanje algoritma za izgradnju stabla odluke C4.5
Title (english)Implementation and evaluation of C4.5 decision tree algorithm
AuthorLuka Kiseljak
MentorAlan Jović (mentor)
Committee memberAlan Jović (predsjednik povjerenstva)
Committee memberNikolina Frid (član povjerenstva)
Committee memberIvan Kovačević (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2018-07-13, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
U ovom radu iznesen je osnovni princip rada algoritma stabla odluke te su objašnjeni ključni koncepti koji se koriste pri izgradnji uspješnog stabla odluke na razini algorimta ID3. Na to je prezentiran i niz nadogradnji koji je implementiran u njegovom nasljedniku, algoritmu C4.5, koje uključuju rad s numeričkim atributima, nošenje s nepoznatim vrijednostima te postupke koji povećavaju općenitost stabla poput prestanka grananja prije nego su svi atributi poznati i podrezivanje. Opisana je i testirana ponuđena implementacija na dva skupa podataka koji su dali dobar uvid u sposobnosti implementiranog rješenja.
Abstract (english)
Contains basic principle behind decision tree algorithm as well as an introduction to key concepts used when building a successful decision tree on level of ID3 algorithm. On top of that a series of enhancements are presented that are implemented in its succesor, C4.5 algorithm. These include working with numerical values, handling unknown data and various procedures used to generalize trees, such as pruning and stoping tree development earlier than when all attributes are used up. A description and a comperhensive test of the developed implementation is also included giving a good insight in the capabilites of the provided solution.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:854103
Study programmeTitle: 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 resourceText
File originBorn digital
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Created on2019-03-13 21:32:05