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SHAP values for each gene and cell line in ElasticNet and XGBoost models.

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Figshare2025-12-18 更新2026-04-28 收录
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File containing SHAP values for Cycle Propensity and Cycle Flux Intensity for each cancer cell line. The workbook includes four sheets: xgb_propensity and xgb_intensity report SHAP values from the multi-output XGBoost model, while en_propensity and en_intensity report SHAP values from the Multi-Task ElasticNet model. In each sheet, rows correspond to individual cancer cell lines from the CCLE panel, and columns correspond to model input genes. Cell entries represent the SHAP value for a given gene, cell line, and fold, quantifying the local contribution of that gene to the predicted cycle-activity metric. (XLSX)

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2025-12-18
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