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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...
Wedi'i Gadw mewn:
| Prif Awduron: | , , , |
|---|---|
| Fformat: | Artigo |
| Iaith: | Inglês |
| Cyhoeddwyd: |
BioMed Central
2008
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| Pynciau: | |
| Mynediad Ar-lein: | https://ncbi.nlm.nih.gov/pmc/articles/PMC2603525/ https://ncbi.nlm.nih.gov/pubmed/18959785 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1752-153X-2-21 |
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