Application of Machine Learning Models for Baseball Outcome Prediction

Application of Machine Learning Models for Baseball Outcome Prediction

Data science has become an essential component in professional sports, particularly for predicting team performance and outcomes. This study aims to develop and evaluate machine learning models that accurately predict game outcomes in the Chinese Professional Baseball League (CPBL). Method: A total...

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Bibliographic Details
Main Authors: Tzu-Chien Lo, Chen-Yin Lee, Chien-Lin Chen, Tsung-Yu Hsieh, Che-Hsiu Chen, Yen-Kuang Lin
Format: Article
Language:English
Published: MDPI AG 2025-06-01
Series:Applied Sciences
Subjects:
Chinese Professional Baseball League
performance analysis
sport big data
weight index
explainable AI
Online Access:https://www.mdpi.com/2076-3417/15/13/7081
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