Analysis and Identification of Students with Financial Difficulties: A Behavioural Feature Perspective

Table 19

Performance of different features on logistic regression.

Features	Accuracy	Precision	Recall	F1
GPA	0.75	0.95	0.53	0.68
GPA_percentage	0.88	0.61	0.95	0.74
Avg_consum	0.72	0.001	0.50	0.002
Spd_consum	0.74	0.18	0.63	0.28
Regular	0.72	0	0	0
Diligence	0.72	0	0	0
Total	0.96	0.91	0.96	0.94