This post presents a methodology to predict students' academic achievement in a higher education environment. Logistic regression is a machine learning technique that is decision tree-based. Also, the importance of a number of distinctive qualities, or "features," is considered in order to determine which of these are connected to student achievement. The results of an experiment showing how well machine learning works in this application are presented last.
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Unique Paper ID: 158913
Publication Volume & Issue: Volume 9, Issue 11
Page(s): 1 - 5
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