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undergraduate thesis
Klasifikacija metodom K-srednjih vrijednosti kod predviđanja navika kupaca
Zagreb: University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, 2022. urn:nbn:hr:235:823516
Bubnjar, Veronika
University of Zagreb
Faculty of Mechanical Engineering and Naval Architecture

Institutional repository: Repository of Faculty of Mechanical Engineering and Naval Architecture University of Zagreb

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Bubnjar, V. (2022). Klasifikacija metodom K-srednjih vrijednosti kod predviđanja navika kupaca (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture. Retrieved from https://urn.nsk.hr/urn:nbn:hr:235:823516

Bubnjar, Veronika. "Klasifikacija metodom K-srednjih vrijednosti kod predviđanja navika kupaca." Undergraduate thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, 2022. https://urn.nsk.hr/urn:nbn:hr:235:823516

Bubnjar, Veronika. "Klasifikacija metodom K-srednjih vrijednosti kod predviđanja navika kupaca." Undergraduate thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, 2022. https://urn.nsk.hr/urn:nbn:hr:235:823516

Bubnjar, V. (2022). 'Klasifikacija metodom K-srednjih vrijednosti kod predviđanja navika kupaca', Undergraduate thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, accessed 18 December 2024, https://urn.nsk.hr/urn:nbn:hr:235:823516

Bubnjar V. Klasifikacija metodom K-srednjih vrijednosti kod predviđanja navika kupaca [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture; 2022 [cited 2024 December 18] Available at: https://urn.nsk.hr/urn:nbn:hr:235:823516

V. Bubnjar, "Klasifikacija metodom K-srednjih vrijednosti kod predviđanja navika kupaca", Undergraduate thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, Zagreb, 2022. Available at: https://urn.nsk.hr/urn:nbn:hr:235:823516

Metadata
TitleKlasifikacija metodom K-srednjih vrijednosti kod predviđanja navika kupaca
Title (english)Classification by K-means method for customer habit predictions
AuthorVeronika Bubnjar
MentorTomislav Stipančić (mentor)
Committee memberBranko Bauer (predsjednik povjerenstva)
GranterUniversity of Zagreb
Faculty of Mechanical Engineering and Naval Architecture
Zagreb
Defense date and country2022-09-28, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Artificial Intelligence
Abstract
U završnom radu napravljen je i dokumentiran računalni model koristeći metodu K-srednjih vrijednosti strojnog učenja. Računalni model je napravljen u cilju predviđanja navika kupaca u trgovačkom centru. Temeljen je na zadanoj bazi podataka s određenim karakteristikama kao što su rod, dob, godišnja primanja i navika potrošnje od kojih je potrebno neke uzeti u obzir za određivanje broja grupa, tj. grupiranja. Uz odabir odgovarajućih varijabla dobiven je optimalan broj grupa odnosno klastera. Svi rezultati su određeni odgovarajućom standardnom metodom, metodom koljena. Koristeći tehnike vizualizacije, rezultati su prikazani i objašnjeni.
Abstract (english)
In the final paper, a computer model was created and documented using the K-means method of machine learning. A computer model was created to classify the habits of customers in a shopping center by K-means method. It is based on a given database with certain characteristics such as gender, age, annual income, and spending score, some of which need to be taken into algorithm to determine the number of clusters, i.e., clustering. With the selection of appropriate variables, the optimal number of clusters was obtained. All results were determined by the appropriate standard method, the elbow method. The results are presented and explained using visualization techniques.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:235:823516
Study programmeTitle: Mechanical Engineering
Study programme type: university
Study level: undergraduate
Academic / professional title: sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka strojarstva (sveučilišni/a prvostupnik/ prvostupnica (baccalaureus/baccalaurea) inženjer/inženjerka strojarstva)
Type of resourceText
File originBorn digital
Access conditionsOpen access
Terms of useLicence In copyright icon
Created on2022-09-23 08:46:21