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undergraduate thesis
Analiza glavnih komponenti
2022. urn:nbn:hr:179:807394
Palac, Ana
University of Split
Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture
Department of Power Engineering

Cite this document

Palac, A. (2022). Analiza glavnih komponenti (Undergraduate thesis). Split: University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture. Retrieved from https://urn.nsk.hr/urn:nbn:hr:179:807394

Palac, Ana. "Analiza glavnih komponenti." Undergraduate thesis, University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, 2022. https://urn.nsk.hr/urn:nbn:hr:179:807394

Palac, Ana. "Analiza glavnih komponenti." Undergraduate thesis, University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, 2022. https://urn.nsk.hr/urn:nbn:hr:179:807394

Palac, A. (2022). 'Analiza glavnih komponenti', Undergraduate thesis, University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, accessed 05 January 2025, https://urn.nsk.hr/urn:nbn:hr:179:807394

Palac A. Analiza glavnih komponenti [Undergraduate thesis]. Split: University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture; 2022 [cited 2025 January 05] Available at: https://urn.nsk.hr/urn:nbn:hr:179:807394

A. Palac, "Analiza glavnih komponenti", Undergraduate thesis, University of Split, Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture, Split, 2022. Available at: https://urn.nsk.hr/urn:nbn:hr:179:807394

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Metadata
TitleAnaliza glavnih komponenti
Title (english)Principal component analysis
AuthorAna Palac
MentorJosip Vasilj (mentor)
GranterUniversity of Split
Faculty of Electrical Engineering, Mechanical Engineering and Naval Architecture
(Department of Power Engineering)
Split
Defense date and country2022-09-19, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
U ovome radu obrađena je metoda redukcije dimenzionalnosti analiza glavnih komponenti pretprocesiranja podataka u strojnom učenju. U početku je prikazana potreba za pretprocesiranjem podataka i četiri važna koraka kroz koje podaci moraju proći da bi bili uspješno obrađeni. Zatim je šire opisana metoda redukcije dimenzionalnosti, njezin značaj, prednosti i metode. Za kraj je objašnjena metoda analize glavnih komponenti gdje je prikazana matematička pozadina metode i implementacija.
Abstract (english)
This theses describes principal component analysis, one of the dimensionality reduction method in data preprocessing in machine learning. In the beginning is shown a need for data preprocessing and the four important steps that data must go through in order to be successfully processed. Then the dimensionality reduction method, its importance, advantages and methods are described in more details. Finally, principal component analysis is explained, where the mathematical background of the method and its implementation are presented.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:179:807394
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
Access conditionsAccess restricted to authenticated users
Terms of useLicence In copyright icon
Created on2023-06-12 09:46:43