NBA game outcomes prediction using several machine learning algorithms and Voting Classifier
National Basketball Association, namely NBA, is the most hot league. For various purposes, people try to predict the outcome of NBA games. This paper applies the data of NBA matches from 2004-2022 and numerous machine learning classifiers, like Logistics Regression and Support Vector Classifier, to do with the train samples and the test samples. Then, the voting classifier is used to vote among all models to reach the highest score of 84.78%.
Authors
- Yan Wu (ORCID: https://orcid.org/0009-0002-3934-9018)
Institutions
- Central South University (CN)
Publication Details
- Published
- 2024-12-20
- DOI
- https://doi.org/10.1109/dsit61374.2024.10881130
- Primary Topic
- Sports Analytics and Performance
- Type
- article
- Field-Weighted Citation Impact
- 0.00