Statements in which the resource exists as a subject.
PredicateObject
rdf:type
lifeskim:mentions
pubmed:dateCreated
2006-8-16
pubmed:abstractText
Numerous feature selection methods have been applied to the identification of differentially expressed genes in microarray data. These include simple fold change, classical t-statistic and moderated t-statistics. Even though these methods return gene lists that are often dissimilar, few direct comparisons of these exist. We present an empirical study in which we compare some of the most commonly used feature selection methods. We apply these to 9 publicly available datasets, and compare, both the gene lists produced and how these perform in class prediction of test datasets.
pubmed:commentsCorrections
http://linkedlifedata.com/resource/pubmed/commentcorrection/16872483-10359783, http://linkedlifedata.com/resource/pubmed/commentcorrection/16872483-10521349, http://linkedlifedata.com/resource/pubmed/commentcorrection/16872483-11120680, http://linkedlifedata.com/resource/pubmed/commentcorrection/16872483-11259426, http://linkedlifedata.com/resource/pubmed/commentcorrection/16872483-11309499, http://linkedlifedata.com/resource/pubmed/commentcorrection/16872483-11597334, http://linkedlifedata.com/resource/pubmed/commentcorrection/16872483-11786909, http://linkedlifedata.com/resource/pubmed/commentcorrection/16872483-11807556, http://linkedlifedata.com/resource/pubmed/commentcorrection/16872483-12016052, http://linkedlifedata.com/resource/pubmed/commentcorrection/16872483-12086878, http://linkedlifedata.com/resource/pubmed/commentcorrection/16872483-12095422, http://linkedlifedata.com/resource/pubmed/commentcorrection/16872483-12490444, http://linkedlifedata.com/resource/pubmed/commentcorrection/16872483-12670911, http://linkedlifedata.com/resource/pubmed/commentcorrection/16872483-12762450, http://linkedlifedata.com/resource/pubmed/commentcorrection/16872483-12925520, http://linkedlifedata.com/resource/pubmed/commentcorrection/16872483-14571143, http://linkedlifedata.com/resource/pubmed/commentcorrection/16872483-14684422, http://linkedlifedata.com/resource/pubmed/commentcorrection/16872483-14695408, http://linkedlifedata.com/resource/pubmed/commentcorrection/16872483-15327980, http://linkedlifedata.com/resource/pubmed/commentcorrection/16872483-15374862, http://linkedlifedata.com/resource/pubmed/commentcorrection/16872483-15461798, http://linkedlifedata.com/resource/pubmed/commentcorrection/16872483-15476558, http://linkedlifedata.com/resource/pubmed/commentcorrection/16872483-15587976, http://linkedlifedata.com/resource/pubmed/commentcorrection/16872483-15598833, http://linkedlifedata.com/resource/pubmed/commentcorrection/16872483-15693945, http://linkedlifedata.com/resource/pubmed/commentcorrection/16872483-15784300, http://linkedlifedata.com/resource/pubmed/commentcorrection/16872483-15797915, http://linkedlifedata.com/resource/pubmed/commentcorrection/16872483-16278953
pubmed:language
eng
pubmed:journal
pubmed:citationSubset
IM
pubmed:status
MEDLINE
pubmed:issn
1471-2105
pubmed:author
pubmed:issnType
Electronic
pubmed:volume
7
pubmed:owner
NLM
pubmed:authorsComplete
Y
pubmed:pagination
359
pubmed:dateRevised
2009-11-18
pubmed:meshHeading
pubmed:year
2006
pubmed:articleTitle
Comparison and evaluation of methods for generating differentially expressed gene lists from microarray data.
pubmed:affiliation
Bioinformatics, Conway Institute, University College Dublin, Belfield, Dublin 4, Ireland. Ian.Jeffery@ucd.ie
pubmed:publicationType
Journal Article, Comparative Study, Research Support, Non-U.S. Gov't