Bc. Martin Čermák
Bachelor's thesis
Analysis of an NHL-game Dataset
Analysis of an NHL-game Dataset
Abstract:
Využitie strojového učenia v športovej oblasti je v dnešnej dobe veľmi populárna téma. Ľadový hokej nie je výnimkou. Autor tejto práce vytvoril komplexnú dátovú množinu, ktorá spája metriky uverejňované Národnou Hokejovou Ligou (NHL). Následne na tejto množine natrénoval a experimentálne otestoval vybrané techniky strojového učenia. Výsledky sú porovnateľné s ostatnými štúdiami v tejto oblasti. Ďalším …moreAbstract:
The use of machine learning techniques in sports has received a lot of attention in recent years. Ice hockey, especially National Hockey League (NHL), is no exception. This thesis stages an experiment, where we compare four machine learning techniques implementations from python library sklearn -- Support Vector Machine, Naive Bayes, Neural Network, and Decision Tree. We test their prediction accuracy …more
Language used: English
Date on which the thesis was submitted / produced: 25. 5. 2021
Identifier:
https://is.muni.cz/th/roec4/
Thesis defence
- Date of defence: 30. 6. 2021
- Supervisor: doc. RNDr. Vlastislav Dohnal, Ph.D.
- Reader: RNDr. Matej Antol
Full text of thesis
Contents of on-line thesis archive
Published in Theses:- světu
Other ways of accessing the text
Institution archiving the thesis and making it accessible: Masarykova univerzita, Fakulta informatikyMasaryk University
Faculty of InformaticsBachelor programme / field:
Informatics / Computer Systems and Data Processing
Theses on a related topic
-
Evaluation of Public Policies to Support Education: the Case of Morocco
Elizaveta RUSAKOVA -
NSE Stock market prediction using Deep Recurrent Neural Network and comparison with ARIMA
Adithyan C Pankajakshan -
Creating a prediction model for weather forecasting based on artificial neural network supported by association rules mining
Jakub Kadlec -
Bayes approach to explore the mixture failure rate model.
Thach Thanh Tien -
Možnosti a medze výpočtu marginálnej vierohodnosti modelov a Bayesovho Faktora
Michaela Birošová