Application of Bayes algorithm in classroom management system

Abstract

The difference classification teaching based on Bayes algorithm is on the basis of the needs of students, and through reasonable analysis, students are taught in accordance with their aptitude. In this paper, on account of the characteristics of students in a higher vocational college, multidimensional classification attributes are established, and naive Bayes classification algorithm is applied to some classes for classification teaching experiments. Through the analysis of the teaching effect, the application of difference classification teaching based on naive Bayes algorithm has achieved certain results, which effectively solves the problems of "not enough to eat", "too much to eat" and not reaching the standard in the current teaching, and also effectively stimulates the learning interest and improves the students' cooperation ability. This provides data support for the theoretical research and practical teaching of differential teaching in the future.