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undergraduate thesis
Analiza i prediktivno modeliranje teniskih mečeva
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2021. urn:nbn:hr:168:883244
Rezo, Zvonimir Petar
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

Cite this document

Rezo, Z. P. (2021). Analiza i prediktivno modeliranje teniskih mečeva (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:883244

Rezo, Zvonimir Petar. "Analiza i prediktivno modeliranje teniskih mečeva." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2021. https://urn.nsk.hr/urn:nbn:hr:168:883244

Rezo, Zvonimir Petar. "Analiza i prediktivno modeliranje teniskih mečeva." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2021. https://urn.nsk.hr/urn:nbn:hr:168:883244

Rezo, Z. P. (2021). 'Analiza i prediktivno modeliranje teniskih mečeva', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 28 July 2024, https://urn.nsk.hr/urn:nbn:hr:168:883244

Rezo ZP. Analiza i prediktivno modeliranje teniskih mečeva [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2021 [cited 2024 July 28] Available at: https://urn.nsk.hr/urn:nbn:hr:168:883244

Z. P. Rezo, "Analiza i prediktivno modeliranje teniskih mečeva", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2021. Available at: https://urn.nsk.hr/urn:nbn:hr:168:883244

Metadata
TitleAnaliza i prediktivno modeliranje teniskih mečeva
Title (english)Analysis and Predictive Modeling of Tennis Matches
AuthorZvonimir Petar Rezo
MentorDamir Pintar (mentor)
Committee memberDamir Pintar (predsjednik povjerenstva)
Committee memberLuka Humski (član povjerenstva)
Committee memberMatija Šulc (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2021-07-05, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
U ovom radu provedena je eksploratorna analiza podatkovnog skupa teniskih mečeva te su na osnovu značajki iz tog skupa izrađeni prediktivni modeli za predviđanje pobjednika u teniskom meču. U prvim poglavljima opisana su pravila tenisa te dijelovi statističke analize podataka, statistički modeli i modeli strojnog korišteni kasnije u radu. U drugom dijelu rada izrađeni su izloženi prediktivni modeli te su prikazani rezultati predviđanja na osnovu raznih kombinacija ulaznih varijabli.
Abstract (english)
In this paper, an exploratory analysis of the data set containing data about tennis matches was performed, and based on the features extracted from that data set, predictive models were developed to predict the winner of a tennis match. The first chapter describes rules of tennis and parts of statistical data analysis as well as statistical and machine learning models used later in the paper. In the second part of the paper, previously described models are developed and the results of predictions with various combinations of input variables are presented.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:883244
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 21:33:32