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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...

Täydet tiedot

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Bibliografiset tiedot
Julkaisussa:Biomed Res Int
Päätekijät: Ahmed, Md. Shakil, Shahjaman, Md., Rana, Md. Masud, Mollah, Md. Nurul Haque
Aineistotyyppi: Artigo
Kieli:Inglês
Julkaistu: Hindawi 2017
Aiheet:
Linkit: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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