Abstract
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.
Original language | English |
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Article number | 453 |
Pages (from-to) | 3339-3343 |
Number of pages | 5 |
Journal | Journal of Physical Education and Sport |
Volume | 21 |
Issue number | 6 |
DOIs | |
Publication status | Published - Dec 2021 |
Externally published | Yes |
Keywords
- Back propagation
- Modelling or simulation performance drop coefficients
- NBA basketball
- Offensive and defensive data simulation