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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Bibliografische gegevens
Gepubliceerd in:Biomed Res Int
Hoofdauteurs: Ahmed, Md. Shakil, Shahjaman, Md., Rana, Md. Masud, Mollah, Md. Nurul Haque
Formaat: Artigo
Taal:Inglês
Gepubliceerd in: Hindawi 2017
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Research Article
Online toegang:https://ncbi.nlm.nih.gov/pmc/articles/PMC5564130/
https://ncbi.nlm.nih.gov/pubmed/28848763
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.1155/2017/3020627
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