Article
New KEGG pathway-based interpretable features for classifying ageing-related mouse proteins.
Bioinformatics (Oxford, England) - 1 Oct 2016
Fabris Fabio, Freitas Alex A
Abstract excerpt
MOTIVATION: The incidence of ageing-related diseases has been constantly increasing in the last decades, raising the need for creating effective methods to analyze ageing-related protein data. These methods should have high predictive accuracy and be easily interpretable by ageing experts. To enable this, one needs interpretable classification models (supervised machine learning) and features with rich biological...
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