Genetic programming for mining DNA chip data from cancer patients.
Genetic Programming and Evolvable Machines
In machine learning terms DNA (gene) chip data is unusual in having thousands of attributes (the gene expression values) but few (<100) records (the patients). A GP based method for both feature selection and generating simple models based on a few genes is demonstrated on cancer data.
|Title:||Genetic programming for mining DNA chip data from cancer patients|
|Open access status:||An open access version is available from UCL Discovery|
|Additional information:||Imported via OAI, 7:29:01 24th May 2005; Imported via OAI, 7:29:01 2nd Aug 2005|
|UCL classification:||UCL > School of BEAMS > Faculty of Engineering Science
UCL > School of BEAMS > Faculty of Engineering Science > Computer Science
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