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undergraduate thesis
Implementacija i analiza algoritma "k najbližih susjeda"
2023. urn:nbn:hr:168:687370
Anđelić, Marija
University of Zagreb
Faculty of Electrical Engineering and Computing

Cite this document

Anđelić, M. (2023). Implementacija i analiza algoritma "k najbližih susjeda" (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:687370

Anđelić, Marija. "Implementacija i analiza algoritma "k najbližih susjeda"." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2023. https://urn.nsk.hr/urn:nbn:hr:168:687370

Anđelić, Marija. "Implementacija i analiza algoritma "k najbližih susjeda"." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2023. https://urn.nsk.hr/urn:nbn:hr:168:687370

Anđelić, M. (2023). 'Implementacija i analiza algoritma "k najbližih susjeda"', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 13 April 2024, https://urn.nsk.hr/urn:nbn:hr:168:687370

Anđelić M. Implementacija i analiza algoritma "k najbližih susjeda" [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2023 [cited 2024 April 13] Available at: https://urn.nsk.hr/urn:nbn:hr:168:687370

M. Anđelić, "Implementacija i analiza algoritma "k najbližih susjeda"", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2023. Available at: https://urn.nsk.hr/urn:nbn:hr:168:687370

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Metadata
TitleImplementacija i analiza algoritma "k najbližih susjeda"
Title (english)Implementation and analysis of the "k nearest neighbors" algorithm
AuthorMarija Anđelić
MentorJan Šnajder (mentor)
Committee memberJan Šnajder (predsjednik povjerenstva)
Committee memberDavid Dukić (član povjerenstva)
Committee memberJosip Jukić (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2023-07-05, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
U ovom su radu opisane razlike između parametarskih i neparametarskih modela. Detaljnije je opisan algoritam k najbližih susjeda kao primjer neparametarskih modela. Implementirana su tri različita algoritma pronalaska k najbližih susjeda. Analizirani su utjecaji različitih karakteristika skupova podataka na brzine njihovog izvođenja. Performance implementacija evaluirane su na umjetnim skupovima podataka. Najbolja implementacija evaluirana je treniranjem i ispitivanjem nad stvarnim skupom podataka.
Abstract (english)
This paper describes the differences between parametric and non-parametric models. The k nearest neighbors algorithm is discussed in more detail as an example of non-parametric models. Three different algorithms for finding k nearest neighbors were implemented. The effect of different characteristics of data sets on the speed of their execution was analyzed. The performance of the implementations was evaluated on randomly generated data sets. The best implementation was evaluated by training and testing on a real data set.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:687370
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 on2023-07-13 09:52:15