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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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Bibliografiska uppgifter
I publikationen:BMC Bioinformatics
Huvudupphovsmän: Chen, Hao, Poon, Josiah, Poon, Simon K, Cui, Lizhi, Fan, Kei, Sze, Daniel Man-yuen
Materialtyp: Artigo
Språk:Inglês
Publicerad: BioMed Central 2015
Ämnen:
Länkar: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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