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Accurate and Interpretable Computational Modeling of Chemical Mutagenicity
We describe a method for modeling chemical mutagenicity in terms of simple rules based on molecular features. A classification model was built using a rule-based ensemble method called RuleFit, developed by Friedman and Popescu. We show how performance compares favorably against literature methods....
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| Main Authors: | , |
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| Formato: | Artigo |
| Idioma: | Inglês |
| Publicado em: |
2008
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| Assuntos: | |
| Acesso em linha: | https://ncbi.nlm.nih.gov/pmc/articles/PMC2753474/ https://ncbi.nlm.nih.gov/pubmed/18771257 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1021/ci800094a |
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