Machine Learning in Baseball Analytics: Sabermetrics and Beyond

In this article, we provide a comprehensive review of machine learning-based sports analytics in baseball. This review is primarily guided by the following three research questions: (1) What baseball analytics problems have been studied using machine learning? (2) What data repositories have been us...

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Bibliographic Details

Published in:	Information
Main Authors:	Wenbing Zhao, Vyaghri Seetharamayya Akella, Shunkun Yang, Xiong Luo
Format:	Article
Language:	English
Published:	MDPI AG 2025-04-01
Subjects:	sports analytics sabermetrics major league baseball machine learning feature importance cross-validation
Online Access:	https://www.mdpi.com/2078-2489/16/5/361