Performances analysis of football matches
축구경기의 경기력분석

Dae Kee Min, Young-Soo Lee, Yong-Rae Kim
2015 Journal of the Korean Data and Information Science Society  
The team's performances were analyzed by evaluating the scores gained by their offense and the scores allowed by their defense. To evaluate the team's attacking and defending abilities, we also considered the factors that contributed the team's gained points or the opposing team's gained points? In order to analyze the outcome of the games, three prediction models were used such as decision trees, logistic regression, and discriminant analysis. As a result, the factors associated with the
more » ... e showed a decisive influence in determining the game results. We analyzed the offense and defense by using the response variable. This showed that the major factors predicting the offense were non-stop pass and attack speed and the major factor predicting the defense were the distance between right and left players and the distance between front line attackers and rearmost defenders during the game.
doi:10.7465/jkdi.2015.26.1.187 fatcat:3adtonwc2zh6balilpqu4bfoi4