Knowledge discovery from medical data: an empirical study with XCS
Kharbat, F., Odeh, M. ed and Bull, L. (2008) Knowledge discovery from medical data: an empirical study with XCS. In: Bull, L., Bernado-Mansilla, E. and Holmes, J., eds. (2008) Learning Classifier Systems in Data Mining. Springer. ISBN 9783540789789
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In this chapter we describe the use of a modern learning classifier system to a data mining task. In particular, in collaboration with a medical specialist, we apply XCS to a primary breast cancer data set. Our results indicate more effective knowledge discovery than with C4.5.
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