WebbPublished as a Tiny Paper at ICLR 2024 AN EMPIRICAL STUDY OF THE EFFECT OF BACK- GROUND DATA SIZE ON THE STABILITY OF SHAPLEY ADDITIVE EXPLANATIONS (SHAP) FOR DEEP LEARN- ING MODELS Han Yuan;1& Mingxuan Liu & Lican Kang Duke-NUS Medical School National University of Singapore Chenkui Miao The First School of … Webb1 jan. 2024 · School of Computer Science; Enhancing Understandability of Omics Data with SHAP, Embedding Projections and Interactive Visualisations. Qu, ... (SHAP) run on Random Forest (RF), is used to optimise the input single-cell data to make UMAP and PCA processes more efficient.

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