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The influence of negative training set size on machine learning-based virtual screening
BACKGROUND: The paper presents a thorough analysis of the influence of the number of negative training examples on the performance of machine learning methods. RESULTS: The impact of this rather neglected aspect of machine learning methods application was examined for sets containing a fixed number...
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| Huvudupphovsmän: | , , |
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| Materialtyp: | Artigo |
| Språk: | Inglês |
| Publicerad: |
BioMed Central
2014
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| Ämnen: | |
| Länkar: | https://ncbi.nlm.nih.gov/pmc/articles/PMC4061540/ https://ncbi.nlm.nih.gov/pubmed/24976867 https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1758-2946-6-32 |
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