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

Table 18

Performance of different models with different labels.

Data	Model	Accuracy	Precision	Recall	F1
Old label	SVM	0.74	0.035	0.49	0.07
	KNN	0.72	0.136	0.399	0.203
	Logistic regression	0.74	0.005	0.36	0.01
	Multilayer perceptron	0.736	0.038	0.43	0.07
New label	SVM	0.88	1.0	0.69	0.81
	KNN	0.87	0.998	0.68	0.81
	Logistic regression	0.96	0.91	0.96	0.94
	Multilayer perceptron	0.86	1.0	0.67	0.80