A College Student Behavior Analysis and Management Method Based on Machine Learning Technology

Table 6

Cluster analysis results of student learning data.

Number	Student ratio	Class attendance	Number of books borrowed	Number of visits to the library
1	11.98	99.58	10.37	24.75
2	53.36	94.20	7.80	21.44
3	24.02	90.08	8.22	15.03
4	10.64	96.57	5.67	10.47
Mean		95.11	8.02	17.92