Genomic data sampling and its effect on classification performance assessment

<p>Abstract</p> <p>Background</p> <p>Supervised classification is fundamental in bioinformatics. Machine learning models, such as neural networks, have been applied to discover genes and expression patterns. This process is achieved by implementing training and test pha...

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Bibliographic Details
Main Author: Azuaje Francisco
Format: Article
Language:English
Published: BMC 2003-01-01
Series:BMC Bioinformatics
Online Access:http://www.biomedcentral.com/1471-2105/4/5