The literature on adaptive learning suggests that it can provide significant improvements to the educational process … and numerous studies have found a necessity for personalised learning, which is one of the strong suits of adaptive … learning. Adaptive learning platforms require that content be effective, and lack thereof has hindered large-scale adoption by …

Predictive power has always been the main research focus of learning algorithms with the goal of minimizing the test … on sparse learning in order to avoid overfitting which can greatly affect the accuracy of out-of-sample prediction … response whereas even sparse-learning methods can still preserve a high number of attributes in high-dimensional settings and …