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...
| Publicado en: | BioMed Research International Vol. 2017; pp. 1 - 18 |
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| Autores principales: | , , , |
| Formato: | equations & formulas pictorial research tables/charts Journal Article |
| Publicado: |
Wiley-Blackwell
8/7/2017
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| Acceso en línea: | Ver este registro en EBSCOhost |