... Table I summarizes the algorithms that have been used to predict students' academic performance. [35], [38], [39], [40], [41], [42], [43], [44], [19], [45], [46], [21], [22], [17], [47], [26], [27], [48], [49], [50], [51], [52], [53], [54], [55], [56], [57], [13], [31], [58], [59], [10], [29] 2 Decision Tree [43], [60], [23], [26], [51], [53], [55], [61] 3 SVM [45], [24], [17], [26], [53], [13] 4 NB [23], [26], [51], [53], [55], [61] 5 K-NN [26], [62], [51], [53], [61] 6 Ensemble [53], [61], [63] However, current research trends focus on educational data mining (EDM) methods to study the same issues. EDM methods have matured over the years and can now achieve high accuracy and be robust against missing data. ...