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Ensemble learning for prediction of the bioactivity capacity of herbal medicines from chromatographic fingerprints

BACKGROUND: Recent quality control of complex mixtures, including herbal medicines, is not limited to chemical chromatographic definition of one or two selected compounds; multivariate linear regression methods with dimension reduction or regularisation have been used to predict the bioactivity capa...

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Détails bibliographiques
Publié dans:BMC Bioinformatics
Auteurs principaux: Chen, Hao, Poon, Josiah, Poon, Simon K, Cui, Lizhi, Fan, Kei, Sze, Daniel Man-yuen
Format: Artigo
Langue:Inglês
Publié: BioMed Central 2015
Sujets:
Accès en ligne:https://ncbi.nlm.nih.gov/pmc/articles/PMC4705500/
https://ncbi.nlm.nih.gov/pubmed/26329995
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1471-2105-16-S12-S4
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