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undergraduate thesis
Usporedba metoda za klasifikaciju podataka koristeći skup podataka o crnim vinima
Zagreb: University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, 2022. urn:nbn:hr:235:743528
Šegota, Karla Marija
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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Šegota, K. M. (2022). Usporedba metoda za klasifikaciju podataka koristeći skup podataka o crnim vinima (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture. Retrieved from https://urn.nsk.hr/urn:nbn:hr:235:743528

Šegota, Karla Marija. "Usporedba metoda za klasifikaciju podataka koristeći skup podataka o crnim vinima." Undergraduate thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, 2022. https://urn.nsk.hr/urn:nbn:hr:235:743528

Šegota, Karla Marija. "Usporedba metoda za klasifikaciju podataka koristeći skup podataka o crnim vinima." Undergraduate thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, 2022. https://urn.nsk.hr/urn:nbn:hr:235:743528

Šegota, K. M. (2022). 'Usporedba metoda za klasifikaciju podataka koristeći skup podataka o crnim vinima', Undergraduate thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, accessed 15 June 2024, https://urn.nsk.hr/urn:nbn:hr:235:743528

Šegota KM. Usporedba metoda za klasifikaciju podataka koristeći skup podataka o crnim vinima [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture; 2022 [cited 2024 June 15] Available at: https://urn.nsk.hr/urn:nbn:hr:235:743528

K. M. Šegota, "Usporedba metoda za klasifikaciju podataka koristeći skup podataka o crnim vinima", Undergraduate thesis, University of Zagreb, Faculty of Mechanical Engineering and Naval Architecture, Zagreb, 2022. Available at: https://urn.nsk.hr/urn:nbn:hr:235:743528

Metadata
TitleUsporedba metoda za klasifikaciju podataka koristeći skup podataka o crnim vinima
Title (english)Comparison of methods for data classification using a red wind data set
AuthorKarla Marija Šegota
MentorTomislav Stipančić (mentor)
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
Ovaj rad se bavi implementacijom klasifikacijskih metoda u područje poboljšanja kvalitete vina. Kako bi se smanjila potreba za ljudskim stručnjacima za kontrolu kvalitete vina, povoljno bi bilo što bolje unaprijed znati koje značajke utječu na njegovu kvalitetu i kako utjecati na njegovo poboljšanje. Ovaj rad koristi klasifikacijske metode kao što su decision trees, random forrest, AdaBoost, Gradient Boost i XGBoost kako bi stvorili vezu između željenih izlaznih varijabli te zavisnih značajki. Također, uspoređuju se i klasifikacijske metode međusobno kako bi imali uvid u to koja od njih nudi najbolje rješenje za ovaj problem.
Abstract (english)
This paper deals with the implementation of classification methods in the area of wine quality improvement. In order to reduce the need for human experts to control the quality of wine, it would be advantageous to know in advance which features affect its quality and how to influence its improvement. This work uses classification methods such as decision trees, random forrest, AdaBoost, Gradient Boost and XGBoost to create a connection between the desired output variables and the dependent features. Also, classification methods are compared with each other in order to have an insight into which of them offers the best solution for this problem.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:235:743528
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 on2022-09-27 09:29:42