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Shapley values significantly associated with cancer types. Shapnorm = shapley effect score normalized across all predictions of the cancer type, stat_shap and pval_shap = bonferonni corrected outputs of Mann-Whitney U tests across distribution of Shapley value scores across cancer types vs non-cancer type predictions, shap_rank_ct = rank of the feature association within the cancer type it is associated with (i.e. 1 = top feature)
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Darmofal et al. (2024) studied this question.
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