Classification by clustering decision tree-like classifier based on adjusted clusters

► In real life problems Decision Trees do not always provide meaningful decision rules. ► Association rules were replaced with similarity measures as used in clustering. ► A new measure is used to ensure significant size and response rate in all classes. ► Additional measure is used to determine the...

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Veröffentlicht in:	Expert systems with applications 2011-07, Vol.38 (7), p.8220-8228
Hauptverfasser:	Aviad, Barak, Roy, Gelbard
Format:	Artikel
Sprache:	eng
Schlagworte:	Aggregates Classification Classifier Classifiers Cluster analysis Clustering Clusters Decision trees Decision trees decision rule Expert systems Similarity
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