Abstract
This work it is intended to discover classification
rules for diagnosing certain pathologies. These rules
are capable of discriminating among 12 different
pathologies, whose main symptom is chest pain. In order
to discover these rules it was used genetic programming
as well as some concepts of data mining, particularly
the emphasis on the discovery of comprehensible
knowledge.
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