Evaluating Sports Analytics Models: Challenges, Approaches, and Lessons Learned.
Jesse DavisLotte BransenLaurens DevosWannes MeertPieter RobberechtsJan Van HaarenMaaike Van RoyPublished in: EBeM@IJCAI (2022)
Keyphrases
- lessons learned
- case study
- future directions
- data mining
- machine learning approaches
- statistical models
- machine learning algorithms
- model selection
- experimental data
- databases
- strengths and weaknesses
- end users
- data analysis
- grounded theory
- computational models
- probabilistic model
- learning models
- computational approaches