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Comparison of LDA and SPRT on Clinical Dataset Classifications

In this work, we investigate the well-known classification algorithm LDA as well as its close relative SPRT. SPRT affords many theoretical advantages over LDA. It allows specification of desired classification error rates α and β and is expected to be faster in predicting the class label of a new in...

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Detalles Bibliográficos
Autores principales: Lee, Chih, Nkounkou, Brittany, Huang, Chun-Hsi
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Libertas Academica 2011
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3178328/
https://www.ncbi.nlm.nih.gov/pubmed/21949476
http://dx.doi.org/10.4137/BII.S6935