Jonathan Pines

نویسندگان

  • Jonathan Pines
  • Nathan Marz
چکیده

Goals and Applications Our overall goal is to successfully predict the offensive play-calling decisions of college football coaches. We will attempt to make such predictions on the basis of data from past games and from previous plays in the current game. While there is extensive literature on machine learning in some other sports such as baseball, football has been relatively neglected; furthermore, most machine learning applications to sports focus on game results and player performance rather than plays or coaching decisions. We hope that with this novel approach we will find new and useful results for the following two applications: (1) To assist a football coach in making defensive play-calling decisions appropriate to the expected offensive play. (2) To assist individuals in live sports betting, a service that casinos intend to introduce for football in the near future.

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تاریخ انتشار 2005