Construction of 2022 Qatar World Cup match result prediction model and analysis of performance indicators

• Main Authors: Yingzhe Song (Author), Gang Sun (Author), Chao Wu (Author), Bo Pang (Author), Wuqi Zhao (Author), Rui Zhou (Author)
• Format: Book
• Published: Frontiers Media S.A., 2024-11-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

This research investigates the influence of performance metrics on match outcomes and constructs a predictive model using data from the Qatar World Cup. Employing magnitude-based decision and an array of machine learning algorithms, such as Decision Trees, Logistic Regression, Support Vector Machine...