Optimization of neural network architecture using genetic programming improves detection and modeling of gene-gene interactions in studies of human diseases

BACKGROUND: Appropriate definition of neural network architecture prior to data analysis is crucial for successful data mining. This can be challenging when the underlying model of the data is unknown. The goal of this study was to determine whether optimizing neural network architecture using genet...

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Bibliografiska uppgifter
Huvudupphovsmän: Ritchie, Marylyn D, White, Bill C, Parker, Joel S, Hahn, Lance W, Moore, Jason H
Materialtyp: Artigo
Språk:Inglês
Publicerad: BioMed Central 2003
Ämnen:
Methodology Article
Länkar:https://ncbi.nlm.nih.gov/pmc/articles/PMC183838/
https://ncbi.nlm.nih.gov/pubmed/12846935
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-4-28
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