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Metabolomic Classification of Myalgic Encephalomyelitis/Chronic Fatigue Syndrome via Explainable Ensemble Learning and Pareto-Guided Feature Selection.

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Title: Metabolomic Classification of Myalgic Encephalomyelitis/Chronic Fatigue Syndrome via Explainable Ensemble Learning and Pareto-Guided Feature Selection.
Authors: Yagin, Fatma Hilal1 (AUTHOR), Korkmaz, Yavuz2 (AUTHOR), Colak, Cemil3 (AUTHOR), Alzakari, Sarah A.4 (AUTHOR), Alkhalifa, Amal K.4,5 (AUTHOR), Al-Hashem, Fahaid5,6 (AUTHOR), Aghaei, Mohammadreza6,7 (AUTHOR)
Source: International Journal of Molecular Sciences. Jul2026, Vol. 27 Issue 13, p5920. 20p.
Database: Academic Search Ultimate
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An: 195439316
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  Data: Metabolomic Classification of Myalgic Encephalomyelitis/Chronic Fatigue Syndrome via Explainable Ensemble Learning and Pareto-Guided Feature Selection.
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  Data: <searchLink fieldCode="JN" term="%22International+Journal+of+Molecular+Sciences%22">International Journal of Molecular Sciences</searchLink>. Jul2026, Vol. 27 Issue 13, p5920. 20p.
PLink https://search.ebscohost.com/login.aspx?direct=true&site=eds-live&db=asn&AN=195439316
RecordInfo BibRecord:
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      – Type: doi
        Value: 10.3390/ijms27135920
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      – Code: eng
        Text: English
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        PageCount: 20
        StartPage: 5920
    Titles:
      – TitleFull: Metabolomic Classification of Myalgic Encephalomyelitis/Chronic Fatigue Syndrome via Explainable Ensemble Learning and Pareto-Guided Feature Selection.
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            NameFull: Yagin, Fatma Hilal
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            NameFull: Korkmaz, Yavuz
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            NameFull: Colak, Cemil
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            NameFull: Alzakari, Sarah A.
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            NameFull: Alkhalifa, Amal K.
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            – D: 01
              M: 07
              Text: Jul2026
              Type: published
              Y: 2026
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              Value: 27
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            – TitleFull: International Journal of Molecular Sciences
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