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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...
| Autores principales: | , , , |
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| Formato: | Texto |
| Lenguaje: | English |
| Publicado: |
BioMed Central
2011
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| Materias: | |
| Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3045354/ https://www.ncbi.nlm.nih.gov/pubmed/21299868 http://dx.doi.org/10.1186/1758-2946-3-7 |