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Application of a genetic algorithm and an artificial neural network for global prediction of the toxicity of phenols to Tetrahymena pyriformis
ABSTRACT: Genetic algorithm (multiparameter linear regression; GA-MLR) and genetic algorithm–artificial neural network (GA-ANN) global models have been used for prediction of the toxicity of phenols to Tetrahymena pyriformis. The data set was divided into 150 molecules for training, 50 molecules for...
| Autores principales: | , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
Springer Vienna
2009
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| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4494849/ https://www.ncbi.nlm.nih.gov/pubmed/26166848 http://dx.doi.org/10.1007/s00706-009-0185-8 |