87 search results - page 1 / 18 » Margin-based wrapper methods for gene identification using m... |
IJON
2006
13 years 4 months ago
2006
IJBRA
2007
13 years 4 months ago
2007
: For microarray based cancer classification, feature selection is a common method for improving classifier generalisation. Most wrapper methods use cross validation methods to eva...
BMCBI
2011
12 years 8 months ago
2011
Background: Statistical methods for ranking differentially expressed genes (DEGs) from gene expression data should be evaluated with regard to high sensitivity, specificity, and r...
KES
2006
Springer
13 years 4 months ago
2006
Springer
In recent years, the rapid development of DNA Microarray technology has made it possible for scientists to monitor the expression level of thousands of genes in a single experiment...
BMCBI
2004
13 years 4 months ago
2004
Background: The main goal in analyzing microarray data is to determine the genes that are differentially expressed across two types of tissue samples or samples obtained under two...