MOOC Dropout Prediction Based on Multidimensional Time-Series Data

Table 6

Comparison of the results with other models.

Model	Precision	Recall	F1-score	AUC
LR [39]	0.857	0.863	0.847	0.863
FWTS-CNN [40]	0.863	0.865	0.864	—
DP-CNN [12]	0.864	0.872	0.863	0.868
CLSA [28]	0.874	0.865	0.869	—
CONV-LSTM [29]	0.930	0.870	0.900	0.860
MFCN-VIB	0.887	0.960	0.922	0.872