Robustification of Naïve Bayes Classifier and Its Application for Microarray Gene Expression Data Analysis

The naïve Bayes classifier (NBC) is one of the most popular classifiers for class prediction or pattern recognition from microarray gene expression data (MGED). However, it is very much sensitive to outliers with the classical estimates of the location and scale parameters. It is one of the most imp...

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Detalles Bibliográficos
Autores principales: Ahmed, Md. Shakil, Shahjaman, Md., Rana, Md. Masud, Mollah, Md. Nurul Haque
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2017
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5564130/
https://www.ncbi.nlm.nih.gov/pubmed/28848763
http://dx.doi.org/10.1155/2017/3020627

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5564130/
https://www.ncbi.nlm.nih.gov/pubmed/28848763
http://dx.doi.org/10.1155/2017/3020627

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