Based on student satisfactions, this paper gave the college sports teaching quality questionnaire to collect data, and provided the principal component analysis on main factors of college sports teaching reform with SPSS20.0, and established a regression model of the satisfaction for college sports teaching. At last, it put forward policy suggestions of PE teaching in college.