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Use of structure-activity landscape index curves and curve integrals to evaluate the performance of multiple machine learning prediction models

BACKGROUND: Standard approaches to address the performance of predictive models that used common statistical measurements for the entire data set provide an overview of the average performance of the models across the entire predictive space, but give little insight into applicability of the model a...

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Detaylı Bibliyografya
Asıl Yazarlar: LeDonne, Norman C, Rissolo, Kevin, Bulgarelli, James, Tini, Leonard
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: BioMed Central 2011
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC3045354/
https://ncbi.nlm.nih.gov/pubmed/21299868
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1186/1758-2946-3-7
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