A New Method Based on Belief Rule Base with Balanced Accuracy and Interpretability for Student Achievement Prediction
Author
Abstract
Suggested Citation
Download full text from publisher
References listed on IDEAS
- Minjie Liang & Guohui Zhou & Wei He & Haobing Chen & Jidong Qian, 2024. "A Student Performance Prediction Model Based on Hierarchical Belief Rule Base with Interpretability," Mathematics, MDPI, vol. 12(14), pages 1-25, July.
- Xueliang Zhang & Jiawei Liu & Chi Zhang & Dongyan Shao & Zhiqiang Cai, 2023. "Innovation Performance Prediction of University Student Teams Based on Bayesian Networks," Sustainability, MDPI, vol. 15(3), pages 1-17, January.
- Mingyuan Liu & Wei He & Guohui Zhou & Hailong Zhu, 2024. "A New Student Performance Prediction Method Based on Belief Rule Base with Automated Construction," Mathematics, MDPI, vol. 12(15), pages 1-23, August.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Keqin Wang & Ting Wang & Tianyi Wang & Zhiqiang Cai, 2024. "Research on Evaluation Methods for Sustainable Enrollment Plan Configurations in Chinese Universities Based on Bayesian Networks," Sustainability, MDPI, vol. 16(7), pages 1-19, April.
More about this item
Keywords
student achievement prediction; belief rule base; expert knowledge credibility; accuracy; interpretability;All these keywords.
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jmathe:v:12:y:2024:i:20:p:3283-:d:1502469. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.