home/categories/scientific-computing/gptomics-bioskills-machine-learning-prediction-explanation-skill-md
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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
Mis à jour 2/13/2026
Étoiles
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.
Installation
$ install --globalskills.sh
Utilisation
Après l'installation, vous pouvez utiliser ce skill en exécutant la commande suivante dans votre terminal :
skills use bio-machine-learning-prediction-explanation