Langdon, WB and Buxton, BF (2004) Genetic programming for mining DNA chip data from cancer patients. Genetic Programming and Evolvable Machines , 5 (3) 251 - 257.
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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 > Computer Science|
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