“…Gašević, Dawson, Rogers, and Gašević, Danijela (2016) note that researchers have produced prediction models by using classification algorithms such as EM, C4.5, Naive Bayes Classifier, and Support Vector Machines. Logistic regression and multiple regression modelling are often used as prediction models (Macfadyen and Dawson, 2010;Waddington et al, 2016), with logistic regression being considered the most popular prediction method for educational settings (Marbouti et al, 2016). Hierarchical mixed models (Joksimović, Gašević, Loughin, Kovanović, and Hatala, 2015;You, 2016), K-nearest neighbor (Marbouti et al, 2016), neural network models (Calvo-Flores, Galindo, Jiménez, and Pérez, 2006), and decision tree methods (Azcona and Casey, 2015) are also methods employed.…”