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Erschienen in:
2010 | OriginalPaper | Buchkapitel
An Incremental Learning Algorithm for Inferring Boolean Functions
verfasst von : Evangelos Triantaphyllou
Erschienen in: Data Mining and Knowledge Discovery via Logic-Based Methods
Verlag: Springer US
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The previous chapter studied the
sub guided learning
guided learning problem. In that setting, the analyst has the option to select which unclassified example to send to the
sub oracle
oracle for classification and use that information to improve the understanding of the system under consideration. When the new example would unveil the need for an update, one had to use all the existing training examples, plus the newly classified example, to infer a new (and hopefully more accurate) pattern in the form of a Boolean function or other data mining model.