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
Atualizado 2/13/2026
Estrelas
471
Forks
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.
Instalação
$ install --globalskills.sh
Uso
Depois de instalar, você pode usar esta skill executando o seguinte comando no terminal:
skills use bio-machine-learning-prediction-explanation