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
Actualizado 2/13/2026
Estrellas
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.
Instalación
$ install --globalskills.sh
Uso
Después de instalarlo, puedes usar este skill ejecutando el siguiente comando en tu terminal:
skills use bio-machine-learning-prediction-explanation