Integrated Survival Analysis and Frequent Pattern Mining for Course Failure-Based Prediction of Student Dropout

A data-driven method to identify frequent sets of course failures that students should avoid in order to minimize the likelihood of their dropping out from their university training is proposed. The overall probability distribution of the dropout is determined by survival analysis. This result can o...

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Bibliographic Details
Main Authors: Róbert Csalódi, János Abonyi
Format: Article
Language:English
Published: MDPI AG 2021-02-01
Series:Mathematics
Subjects:
Online Access:https://www.mdpi.com/2227-7390/9/5/463