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Table 2 Indicators of DPM-MTS and five basic models

From: Dropout prediction and decision feedback supported by multi temporal sequences of learning behavior in MOOCs

Model

Precision

Recall

F1 Value

AUC

DPM-MTS

0.855

0.951

0.912

0.882

CART

0.813

0.841

0.856

0.619

NB

0.832

0.903

0.879

0.704

LDA

0.794

0.947

0.884

0.818

SVM

0.839

0.929

0.895

0.836

CNN

0.835

0.930

0.890

0.857