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The influence of the inactives subset generation on the performance of machine learning methods

BACKGROUND: A growing popularity of machine learning methods application in virtual screening, in both classification and regression tasks, can be observed in the past few years. However, their effectiveness is strongly dependent on many different factors. RESULTS: In this study, the influence of th...

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Wedi'i Gadw mewn:
Manylion Llyfryddiaeth
Prif Awduron: Smusz, Sabina, Kurczab, Rafał, Bojarski, Andrzej J
Fformat: Artigo
Iaith:Inglês
Cyhoeddwyd: BioMed Central 2013
Pynciau:
Mynediad Ar-lein:https://ncbi.nlm.nih.gov/pmc/articles/PMC3626618/
https://ncbi.nlm.nih.gov/pubmed/23561266
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1758-2946-5-17
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