prikaz prve stranice dokumenta Napredni algoritmi stabala odluke
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undergraduate thesis
Napredni algoritmi stabala odluke
Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing, 2020. urn:nbn:hr:168:987051
Juričić, Jan
University of Zagreb
Faculty of Electrical Engineering and Computing

Institutional repository: FER Repository

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Juričić, J. (2020). Napredni algoritmi stabala odluke (Undergraduate thesis). Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing. Retrieved from https://urn.nsk.hr/urn:nbn:hr:168:987051

Juričić, Jan. "Napredni algoritmi stabala odluke." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2020. https://urn.nsk.hr/urn:nbn:hr:168:987051

Juričić, Jan. "Napredni algoritmi stabala odluke." Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, 2020. https://urn.nsk.hr/urn:nbn:hr:168:987051

Juričić, J. (2020). 'Napredni algoritmi stabala odluke', Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, accessed 16 July 2024, https://urn.nsk.hr/urn:nbn:hr:168:987051

Juričić J. Napredni algoritmi stabala odluke [Undergraduate thesis]. Zagreb: University of Zagreb, Faculty of Electrical Engineering and Computing; 2020 [cited 2024 July 16] Available at: https://urn.nsk.hr/urn:nbn:hr:168:987051

J. Juričić, "Napredni algoritmi stabala odluke", Undergraduate thesis, University of Zagreb, Faculty of Electrical Engineering and Computing, Zagreb, 2020. Available at: https://urn.nsk.hr/urn:nbn:hr:168:987051

Metadata
TitleNapredni algoritmi stabala odluke
Title (english)Decision Trees
AuthorJan Juričić
MentorVladimir Čeperić (mentor)
Committee memberVladimir Čeperić (predsjednik povjerenstva)
Committee memberZoran Medić (član povjerenstva)
Committee memberIgor Stančin (član povjerenstva)
GranterUniversity of Zagreb
Faculty of Electrical Engineering and Computing
Zagreb
Defense date and country2020-09-05, Croatia
Scientific / art field,
discipline and subdiscipline		TECHNICAL SCIENCES
Computing
Abstract
U ovom radu je dan kratak opis općenitih pristupa klasifikacije i regresije, kao pristupa nadziranog učenja, kao i objašnjenje regresijskih i klasifikacijskih stabala odluke. Dana je analiza algoritma za pojačavanje, gdje su regresijska stabla odluke temeljena na modelu slabog učenika. Takod̄er je objašnjena implementacija naprednog algoritma stabala odluke XGBoost.
Abstract (english)
In this paper a short introduction to classification and regression is given, as well as general explanation of supervised learning approches. In addition, an introduction to regression and classification trees is given. Gradient boosting algorithm for regression trees as weak learners, is analyzed too. Implementation of advanced decision tree algorithm XGBoost is also described.
Keywords
Keywords (english)
Languagecroatian
URN:NBNurn:nbn:hr:168:987051
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 09:01:23