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Machine learning vs. traditional logistic regression: predictive performance and risk factor identification for child nutritional outcome in Pakistan

Published Online: 2025-11-25

Authors

Shahid, Muhammad

Yahya, Muhammad Ali

Song, Jiayi

Naveed, Hafiz Muhammad

Yuksel, Serhat

Dincer, Hasan

Ali, Muhammad
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Text and Data Mining valid from 2025-11-25

Version of Record valid from 2026-02-18
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Article History

Received: 19 August 2025

Accepted: 8 November 2025

First Online: 25 November 2025

Declarations

:

: There is no need for study approvals and informed consent when we use secondary data which is publicly available on the DHS website.

: The authors declare no competing interests.

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