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Simultaneous feature selection and parameter optimisation using an artificial ant colony: case study of melting point prediction
BACKGROUND: We present a novel feature selection algorithm, Winnowing Artificial Ant Colony (WAAC), that performs simultaneous feature selection and model parameter optimisation for the development of predictive quantitative structure-property relationship (QSPR) models. The WAAC algorithm is an ext...
| Autores principales: | , , , |
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| Formato: | Texto |
| Lenguaje: | English |
| Publicado: |
BioMed Central
2008
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2603525/ https://www.ncbi.nlm.nih.gov/pubmed/18959785 http://dx.doi.org/10.1186/1752-153X-2-21 |