MOOC Dropout Prediction Based on Multidimensional Time-Series Data

Table 3

Comparison of the MFCN-VIB model and the baseline model.

Model	Precision	Recall	F1-score	AUC	Time (s)
CART	0.877	0.884	0.880	0.670	2
NB	0.881	0.920	0.900	0.742	1
LDA	0.859	0.974	0.913	0.851	1
SVM	0.883	0.952	0.916	0.840	258
CNN	0.882	0.958	0.918	0.841	81
MFCN-VIB	0.887	0.960	0.922	0.872	133