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Utilizing random Forest QSAR models with optimized parameters for target identification and its application to target-fishing server

BACKGROUND: The identification of target molecules is important for understanding the mechanism of “target deconvolution” in phenotypic screening and “polypharmacology” of drugs. Because conventional methods of identifying targets require time and cost, in-silico target identification has been consi...

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Veröffentlicht in:BMC Bioinformatics
Hauptverfasser: Lee, Kyoungyeul, Lee, Minho, Kim, Dongsup
Format: Artigo
Sprache:Inglês
Veröffentlicht: BioMed Central 2017
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Online Zugang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5751401/
https://ncbi.nlm.nih.gov/pubmed/29297315
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/s12859-017-1960-x
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