Predicting and Interpreting Students Performance using Supervised Learning and Shapley Additive Explanations

abstract: Due to large data resources generated by online educational applications, Educational Data Mining (EDM) has improved learning effects in different ways: Students Visualization, Recommendations for students, Students Modeling, Grouping Students, etc. A lot of programming assignments have th...

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Bibliographic Details
Other Authors: Tian, Wenbo (Author)
Format: Dissertation
Language:English
Published: 2019
Subjects:
Online Access:http://hdl.handle.net/2286/R.I.53452