Search alternatives:
significant shap » significant shape (Expand Search), significant gap (Expand Search), significant snp (Expand Search)
main decrease » gain decreased (Expand Search), mean decrease (Expand Search), point decrease (Expand Search)
shap based » snp based (Expand Search), chip based (Expand Search), sup based (Expand Search)
significant shap » significant shape (Expand Search), significant gap (Expand Search), significant snp (Expand Search)
main decrease » gain decreased (Expand Search), mean decrease (Expand Search), point decrease (Expand Search)
shap based » snp based (Expand Search), chip based (Expand Search), sup based (Expand Search)
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The ten most significant features of the Random Forest model based on classification accuracy.
Published 2024Subjects: -
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Main fixed effects of interest within LMEs predicting internalizing and externalizing problems.
Published 2023Subjects: -
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Model explanation through SHAP.
Published 2025“…The results demonstrate that the ensemble learning-based predictive framework significantly outperforms traditional machine learning methods. …”
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Bar chart and summary chart of contributions based on absolute values of SHAP.
Published 2025“…<p>A) Bar chart of important attributes based on absolute values of SHAP (95% CIs, 1000 bootstraps), B) Summary chart of important attributes based on absolute values of SHAP. …”