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XGBoost and Shapley Additive Explanations (SHAP) methods.

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posted on 2024-09-16, 17:42 authored by Muna Saleh, Elizabeth Amona, Miriam Kuttikat, Indranil Sahoo, David Chan, Jennifer Murphy, Kyeongmo Kim, Hannah George, Marianne Lund

XGBoost and Shapley Additive Explanations (SHAP) methods.

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    PLOS ONE

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    • Medicine
    • Biotechnology
    • Biological Sciences not elsewhere classified
    • Cancer
    • Science Policy
    • Mental Health

    Keywords

    trichy refugee campparticularly noteworthy consideringmental health resourcesmachine learning algorithmhierarchical regression ),forcibly displaced globallyadolescent dyads livingstudy &# 8217child mental healthchild depressive symptomsforcibly displaced children3 million childrenparental mental healthstatistically significant associationstudy addressessignificant predictorschild wellbeingchild behavioralxlink ">utilizing lineartamil nadumultivariate analysislinear modelknown regardingfindings amplifyfamily processesfamily functioningestimated 43emotional factorsdiscernible gapcritical needbest predictorsadult populations120 parent

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