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Proteochemometric modeling in a Bayesian framework

Proteochemometrics (PCM) is an approach for bioactivity predictive modeling which models the relationship between protein and chemical information. Gaussian Processes (GP), based on Bayesian inference, provide the most objective estimation of the uncertainty of the predictions, thus permitting the e...

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Bibliografiske detaljer
Main Authors: Cortes-Ciriano, Isidro, van Westen, Gerard JP, Lenselink, Eelke Bart, Murrell, Daniel S, Bender, Andreas, Malliavin, Thérèse
Format: Artigo
Sprog:Inglês
Udgivet: BioMed Central 2014
Fag:
Online adgang:https://ncbi.nlm.nih.gov/pmc/articles/PMC4083135/
https://ncbi.nlm.nih.gov/pubmed/25045403
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1758-2946-6-35
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