five

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

收藏
Figshare2025-12-18 更新2026-04-28 收录
下载链接:
https://figshare.com/articles/dataset/_p_SHAP_values_for_each_gene_and_cell_line_in_ElasticNet_and_XGBoost_models_p_/30916277
下载链接
链接失效反馈
官方服务:
资源简介:
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)
创建时间:
2025-12-18
5,000+
优质数据集
54 个
任务类型
进入经典数据集
二维码
社区交流群

面向社区/商业的数据集话题

二维码
科研交流群

面向高校/科研机构的开源数据集话题

数据驱动未来

携手共赢发展

商业合作