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...

Descrición completa

Gardado en:
Detalles Bibliográficos
Publicado en:Biomed Res Int
Main Authors: Ahmed, Md. Shakil, Shahjaman, Md., Rana, Md. Masud, Mollah, Md. Nurul Haque
Formato: Artigo
Idioma:Inglês
Publicado: Hindawi 2017
Assuntos:
Research Article
Acceso en liña: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
Tags: Engadir etiqueta
Sen Etiquetas, Sexa o primeiro en etiquetar este rexistro!

Títulos similares