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Machine Learning Football Tactic Analysis by oludico.positionalgame is a document available to read on EtoBox.

What is Machine Learning Football Tactic Analysis about?

This capstone report presents a machine learning-based analysis of football tactics and styles, utilizing Exploratory Factor Analysis (EFA) and various classification and regression models to predict goal differences. The Linear Discriminant Analysis classifier achieved the highest accuracy of 75% on the testing dataset, while the Principal Component Regressor model was selected for goal difference prediction due to its low Mean Squared Error. The study aims to enhance understanding of football strategies a

Author

oludico.positionalgame

Language

EN