Research on Relevance Analysis and Clustering Algorithms in College Students' Academic Performance

Aiming at the problems of contemporary college students' academic achievements, the K-means clustering analysis algorithm is used to analyze the correlation between library learning behavior and academic achievement GPA. The experimental results show that students' academic performance evaluation should be based on many factors and put forward Suggestions for improving college students' academic performance.