Inferring feature importance with uncertainties with application to large genotype data.

PLoS Comput Biol · 2023 · PMC10038287 · PMID 36917581

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a negative trendno p-value reported

It also becomes clear that feature 12, according to the model, has a negative trend in the SHAP value, but the true SHAP value is equal to zero (no importance), regardless of the value of feature 12.

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