Machine learning and the NBA Game

The purpose of this research was to analyse changes in performance through data simulation. Machine learning has been a popular tool for prediction in the NBA. What we wanted to see how a change in performance is affected in actual points. When a club improves its game, or when a club underperforms what that means as points. Through a points-prediction simulation, we analysed how a change in performance of 1-3% will affect the top five-performing and worst performing clubs.
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Bibliographic Details
Subjects:
Notations:sport games technical and natural sciences
Tagging:maschinelles Lernen
Published in:Journal of Physical Education and Sport
Language:English
Published: 2021
Online Access:https://doi.org/10.7752/jpes.2021.06453
Volume:21
Issue:6
Pages:3339-3343
Document types:article
Level:advanced