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
更新於 2/13/2026
星標
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.
安裝
$ install --globalskills.sh
使用
安裝後,您可以透過在終端機執行以下指令來使用此技能:
skills use bio-machine-learning-prediction-explanation