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Evaluation of Mutual Information and Genetic Programming for Feature Selection in QSAR

✍ Scribed by Venkatraman, V.; Dalby, A.R.; Yang, Z.R.

Book ID
118015004
Publisher
American Chemical Society
Year
2004
Tongue
English
Weight
59 KB
Volume
44
Category
Article
ISSN
0095-2338

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Genetic programming (GP) is used to classify tumours based on 1 H nuclear magnetic resonance (NMR) spectra of biopsy extracts. Analysis of such data would ideally give not only a classification result but also indicate which parts of the spectra are driving the classification (i.e. feature selection