Article
Individualized markers optimize class prediction of microarray data.
BMC bioinformatics - 14 Jul 2006
Pavlidis Pavlos, Poirazi Panayiota
Abstract excerpt
BACKGROUND: Identification of molecular markers for the classification of microarray data is a challenging task. Despite the evident dissimilarity in various characteristics of biological samples belonging to the same category, most of the marker--selection and classification methods do not consider this variability. In general, feature selection methods aim at identifying a common set of genes whose combined...
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