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Complementary PLS and KNN algorithms for improved 3D-QSDAR consensus modeling of AhR binding
Multiple validation techniques (Y-scrambling, complete training/test set randomization, determination of the dependence of R(2)(test) on the number of randomization cycles, etc.) aimed to improve the reliability of the modeling process were utilized and their effect on the statistical parameters of...
| Autores principales: | , , , , |
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| Formato: | Online Artículo Texto |
| Lenguaje: | English |
| Publicado: |
BioMed Central
2013
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3843526/ https://www.ncbi.nlm.nih.gov/pubmed/24257141 http://dx.doi.org/10.1186/1758-2946-5-47 |