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Validation of experimental charge-density refinement strategies: when do we overfit?

A cross-validation method is supplied to judge between various strategies in multipole refinement procedures. Its application enables straightforward detection of whether the refinement of additional parameters leads to an improvement in the model or an overfitting of the given data. For all tested...

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Detalles Bibliográficos
Autores principales: Krause, Lennard, Niepötter, Benedikt, Schürmann, Christian J., Stalke, Dietmar, Herbst-Irmer, Regine
Formato: Online Artículo Texto
Lenguaje:English
Publicado: International Union of Crystallography 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5571805/
https://www.ncbi.nlm.nih.gov/pubmed/28875029
http://dx.doi.org/10.1107/S2052252517005103