Correlation Between Behavioral Experience and Inattentional Blindness Under Regression Model

Abstract

Regression model is a predictive modeling technique, which studies the relationship between dependent variables (targets) and independent variables (predictors). Regression analysis is an important tool for modeling and analyzing data. In this paper, a regression model is established to study the relationship between behavioral experience and inattentional blindness and to explore whether behavior can reduce the occurrence of inattentional blindness. In this study, training years, age, and sport level are taken as dependent variables. The probability of occurrence of inattentional blindness is an independent variable. The data analysis of the dynamic inattentional blindness test shows that the behavioral experience reduces the occurrence of dynamic inattentional blindness to a certain extent, while exercise level, age, and training years effectively reduce the probability of the occurrence of dynamic inattentional blindness.