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Global Clustering Quality Coefficient Assessing the Efficiency of PCA Class Assignment

An essential factor influencing the efficiency of the predictive models built with principal component analysis (PCA) is the quality of the data clustering revealed by the score plots. The sensitivity and selectivity of the class assignment are strongly influenced by the relative position of the clu...

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Detalles Bibliográficos
Autores principales: Praisler, Mirela, Ciochina, Stefanut
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi Publishing Corporation 2014
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4158469/
https://www.ncbi.nlm.nih.gov/pubmed/25210644
http://dx.doi.org/10.1155/2014/342497