Paper Title
The Comparison between ROC Curve and Logistic Regression in Baseball Video Games

Abstract
This study compares the results of receiver operation characteristics (ROC) curve and logistic regression from Li (2019).Li (2019) explored age (young adults group, middle-aged group, senior citizens group), background music (none, light, pop, rock), and display interface (2D, autostereoscopic 3D) for baseball game player on signal detection theory (SDT) and (ROC) curve through experimental design with thirty participants. This study further analyzes the data of Li (2019) and presents the results of ROC curve. The results of ROC curve for background music indicated that rock music had the worst performance than other music. The results of ROC curve for display interface indicated that 3D had the better performance than 2D.In addition, this study also compared the results between ROC curve and logistic regression according to background music and display interface. This study found that the results of logistic regression were consistent with those of ROC curve. Keywords – Receiver Operation Characteristics (ROC) Curve, Logistic Regression, Signal Detection Theory (SDT)