Leveraging the Power of Deep Learning Technique for Creating an Intelligent, Context-Aware, and Adaptive M-Learning Model

Table 4

Accuracy results of machine learning algorithms and ANN on five-level grades’ classification.

Models/algorithms	Linear discriminant analysis (LDA)	Multiclass logistic regression (softmax regression)	Support vector machine (SVM)	Decision tree (DT)	Random forest (RF)	Artificial neural network (ANN)
Learning model 1	85.56	88.67	87.56	88.56	90.11	90.77
Learning model 2	78.55	79.56	79.44	76.59	86.89	87.69
Learning model 3	67.78	70.45	74.45	67.43	83.67	83.85
Learning model 4	54.12	55.98	59.64	56.89	80.23	80.00