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Classification of 5-HT(1A) Receptor Ligands on the Basis of Their Binding Affinities by Using PSO-Adaboost-SVM
In the present work, the support vector machine (SVM) and Adaboost-SVM have been used to develop a classification model as a potential screening mechanism for a novel series of 5-HT(1A) selective ligands. Each compound is represented by calculated structural descriptors that encode topological featu...
| Autores principales: | , , , , |
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| Formato: | Texto |
| Lenguaje: | English |
| Publicado: |
Molecular Diversity Preservation International (MDPI)
2009
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2812826/ https://www.ncbi.nlm.nih.gov/pubmed/20111683 http://dx.doi.org/10.3390/ijms10083316 |