prikaz prve stranice dokumenta Usporedba uspješnosti različitih algoritama strojnog učenja na različitim skupovima podataka
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undergraduate thesis
Usporedba uspješnosti različitih algoritama strojnog učenja na različitim skupovima podataka
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2021. urn:nbn:hr:168:813374
Vuković, Ana
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

Cite this document

Vuković, A. (2021). Usporedba uspješnosti različitih algoritama strojnog učenja na različitim skupovima podataka (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:813374

Vuković, Ana. "Usporedba uspješnosti različitih algoritama strojnog učenja na različitim skupovima podataka." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2021. https://urn.nsk.hr/urn:nbn:hr:168:813374

Vuković, Ana. "Usporedba uspješnosti različitih algoritama strojnog učenja na različitim skupovima podataka." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2021. https://urn.nsk.hr/urn:nbn:hr:168:813374

Vuković, A. (2021). 'Usporedba uspješnosti različitih algoritama strojnog učenja na različitim skupovima podataka', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 26 June 2024, https://urn.nsk.hr/urn:nbn:hr:168:813374

Vuković A. Usporedba uspješnosti različitih algoritama strojnog učenja na različitim skupovima podataka [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2021 [cited 2024 June 26] Available at: https://urn.nsk.hr/urn:nbn:hr:168:813374

A. Vuković, "Usporedba uspješnosti različitih algoritama strojnog učenja na različitim skupovima podataka", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2021. Available at: https://urn.nsk.hr/urn:nbn:hr:168:813374

Metadata
TitleUsporedba uspješnosti različitih algoritama strojnog učenja na različitim skupovima podataka
Title (english)Comparing Efficiency of Various Machine Learning Algorithms on Different Datasets
AuthorAna Vuković
MentorMarin Šilić (mentor)
Committee memberMarin Šilić (predsjednik povjerenstva)
Committee memberLucija Šikić (član povjerenstva)
Committee memberDavor Vukadin (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2021-07-07, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
Cilj rada bila je usporedba uspješnosti algoritama strojnog učenja na različitim skupovima podataka. Uspoređeni su algoritmi logističke regresije, stroja potpornih vektora, k najbližih susjeda, naivan Bayesov klasifikator, algoritam stabla odluke i algoritam ansambla stabala odluke. Razmatrane mjere uspješnosti bile su točnost, preciznost, odziv i f1-mjera.
Abstract (english)
The aim of the paper was to compare the efficiency of machine learning algorithms on different data sets. Logistic regression algorithm, support vector machine, k nearest neighbors, naive Bayesian classifier, decision tree algorithm, and random forest algorithm were compared. Performance metrics considered were accuracy, precision, recall, and f1-score.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:813374
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 on2023-01-14 22:01:29