Data Modeling

Mathematical and Computational Data Modeling

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Volume 5 Number 1 2024

Data Modeling

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Research Article

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Research Article | (Unspecified) Published online 14 August 2024
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Machine Learning–Driven Classification of Thyroid Disorders: An XGBoost-Based Approach for Improved Diagnostic Accuracy

Sayed Rokibul Hossain^1*, Kamruzzaman Mithu ¹, Md. Nesar Uddin¹, Md. Ataur Rahman¹, Khondaker Abdullah Al Mamun¹

pp. 1-8

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This study demonstrates that XGBoost can enhance early thyroid disease detection by handling imbalance and improving classification accuracy in clinical datasets.

Abstract | Full Text | Open Access Article

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Machine Learning–Driven Classification of Thyroid Disorders: An XGBoost-Based Approach for Improved Diagnostic Accuracy

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