Using Machine Learning Techniques to Predict Learner Drop-out Rate in Higher Educational Institutions

Table 5

10-fold cross-validation.

Classifier	Precision	Recall	F-measure	ROC
SVM	0.623	0.626	0.596	0.587
RF	0.708	0.710	0.707	0.771
DT	0.649	0.650	0.649	0.653
MLP	0.642	0.639	0.640	0.662