53 search results - page 1 / 11 » Recursive SVM feature selection and sample classification fo... |
BMCBI
2006
13 years 4 months ago
2006
BMCBI
2004
13 years 4 months ago
2004
Background: Recent technological advances in mass spectrometry pose challenges in computational mathematics and statistics to process the mass spectral data into predictive models...
BMCBI
2007
13 years 4 months ago
2007
Background: Classification studies using gene expression datasets are usually based on small numbers of samples and tens of thousands of genes. The selection of those genes that a...
CSDA
2008
13 years 4 months ago
2008
Mass spectrometry from clinical specimens is used in order to identify biomarkers in a diagnosis. Thus, a reliable method for both feature selection and classification is required...
BMCBI
2010
13 years 4 months ago
2010
Background: Data generated using `omics' technologies are characterized by high dimensionality, where the number of features measured per subject vastly exceeds the number of...