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An analysis of predictive modeling and factors influencing CET-4 pass rate among Chinese university students: a machine learning-based approach

Published Online: 2024-08-24

Published Print: 2025-02

Authors

Xie, Yuxiao

Xie, Ziyi

Chen, Siyu

Shen, Lei

Duan, Zhizhuang https://orcid.org/0000-0003-4880-457X
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Text and Data Mining valid from 2024-08-24

Version of Record valid from 2024-08-24
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Article History

Received: 29 March 2024

Accepted: 7 August 2024

First Online: 24 August 2024

Declarations

:

: This research complied with the American Psychological Association Code of Ethics and was approved by the Institutional Review Board at School of Law, Xingzhi College Zhejiang Normal University. The approval number is Ethics-XZFX2401, and approval was granted on February 19, 2024. Informed consent was obtained from each participant.

: All authors declare that they have no conflict of interest.

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