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Feature combination networks for the interpretation of statistical machine learning models: application to Ames mutagenicity
BACKGROUND: A new algorithm has been developed to enable the interpretation of black box models. The developed algorithm is agnostic to learning algorithm and open to all structural based descriptors such as fragments, keys and hashed fingerprints. The algorithm has provided meaningful interpretatio...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
BioMed Central
2014
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3997921/ https://www.ncbi.nlm.nih.gov/pubmed/24661325 http://dx.doi.org/10.1186/1758-2946-6-8 |