Empirical Comparisons for Combining Balancing and Feature Selection Strategies for Characterizing Football Players Using FIFA Video Game System
The process of modelling individual player performance using machine learning is a mature task in sports analytics. The most significant challenges in machine learning include class imbalance and high dimensionality problems. We conducted a comprehensive literature review and observed that both the...
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| Autores principales: | , |
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| Formato: | article |
| Lenguaje: | EN |
| Publicado: |
IEEE
2021
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| Materias: | |
| Acceso en línea: | https://doaj.org/article/f2064bc0164941bd959f378dfaff65c1 |
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