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

Table 7

Model training time.

K-fold cross validation	SVM (s)	RF (s)	DT (s)	MLP (s)
10-Fold–Training time without feature selection	0.2	0.23	0.01	6.27
10-Fold–Training time with feature selection	0.1	0.16	0.01	1.64