The Cross-Entropy Based Multi-Filter Ensemble Method for Gene Selection

The Cross-Entropy Based Multi-Filter Ensemble Method for Gene Selection

The gene expression profile has the characteristics of a high dimension, low sample, and continuous type, and it is a great challenge to use gene expression profile data for the classification of tumor samples. This paper proposes a cross-entropy based multi-filter ensemble (CEMFE) method for microa...

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Bibliographic Details
Main Authors: Yingqiang Sun, Chengbo Lu, Xiaobo Li
Format: Article
Language:English
Published: MDPI AG 2018-05-01
Series:Genes
Subjects:
cross-entropy
multi-filter
gene expression profile
ensemble method
gene selection
Online Access:http://www.mdpi.com/2073-4425/9/5/258

Internet

http://www.mdpi.com/2073-4425/9/5/258

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