Student Dropout Prediction for University with High Precision and Recall

Student Dropout Prediction for University with High Precision and Recall

Since a high dropout rate for university students is a significant risk to local communities and countries, a dropout prediction model using machine learning is an active research domain to prevent students from dropping out. However, it is challenging to fulfill the needs of consulting institutes a...

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Bibliographic Details
Main Authors: Sangyun Kim, Euteum Choi, Yong-Kee Jun, Seongjin Lee
Format: Article
Language:English
Published: MDPI AG 2023-05-01
Series:Applied Sciences
Subjects:
dropout precision
dropout recall
machine learning
imbalanced data processing
hybrid method
big data
Online Access:https://www.mdpi.com/2076-3417/13/10/6275

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