Enhancing Baseball Strategy: Classifying Pitch Outcomes on Taken Pitches
The goal of this project is to develop a classification model that will predict whether a pitch will be called a strike (1) or a ball (0) when the batter does not swing at it. Predicting whether a taken pitch will be called a strike is a key project for baseball teams. This model allows teams to leverage predictions of strike or ball calls for various applications, such as evaluating catcher framing, making swing decisions, and analyzing umpire tendencies.
Presentation:
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Github Repository:
Files for this project are stored at: https://github.com/caleb10miller/Classifying-Pitch-Outcomes