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Title :Sports analytics
Alternative Title :Αναλύσεις στον αθλητισμό
Creator :Μπαλούτσος, Νικόλαος
Contributor :Ντζούφρας, Ιωάννης (Επιβλέπων καθηγητής)
Athens University of Economics and Business, Department of Statistics (Degree granting institution)
Type :Text
Extent :100p.
Language :en
Identifier :http://www.pyxida.aueb.gr/index.php?op=view_object&object_id=7205
Abstract :The aim of the paper was to provide meaningful insights regarding the Greek Water Polo League, analyze and compare team statistics and show the applicability of analytics in sports. In the present paper, the study showed a supervised machine learning algorithm used to model sports data. The prevailing algorithm for predicting results is a Support Vector Mechanism, with a second-degree Polynomial Kernel. The model was trained on data of the Greek Water Polo League, without considering any time-varying covariates
Σκοπός της εργασίας ήταν να παράσχει ουσιαστικές γνώσεις σχετικά με την ελληνική υδατοσφαίριση, να αναλύσει και να συγκρίνει τις στατιστικές των ομάδων και να δείξει την εφαρμογή των στοιχείων στον αθλητισμό.
Subject :Αθλητισμός
Αναλύσεις
Υδατοσφαίριση
Sports
Analytics
Water polo
Date Available :2019-08-20 18:53:53
Date Issued :07/23/2019
Date Submitted :2019-08-20 18:53:53
Access Rights :Free access
Licence :

File: Baloutsos_2019.pdf

Type: application/pdf
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