home/categories/scientific-computing/gptomics-bioskills-machine-learning-prediction-explanation-skill-md
scientific-computingresearch
bio-machine-learning-prediction-explanation
Explains machine learning predictions on omics data using SHAP values and LIME for feature attribution. Identifies which genes or features drive classifier decisions. Use when interpreting biomarker classifiers or understanding model predictions.
maintainer
GPTomics
更新于 2/13/2026
星标
471
分支
81
quick start
Installation and usage
Explains machine learning predictions on omics data using SHAP values and LIME for feature attribution. Identifies which genes or features drive classifier decisions. Use when interpreting biomarker classifiers or understanding model predictions.
安装
$ install --globalskills.sh
使用
安装后,您可以通过在终端运行以下命令来使用此技能:
skills use bio-machine-learning-prediction-explanation