Clustering‐based decision tree classifier construction / Klasterių sprendimų medžiu pagrįstas statybos klasifikatorius

Clustering‐based decision tree classifier construction / Klasterių sprendimų medžiu pagrįstas statybos klasifikatorius

This article studies data structure investigation possibilities using cluster analysis. Density structures within classes are explored to implement class decomposition in order to enhance performance of decision tree classifiers. Classes are decomposed using cluster analysis and cluster merge evalu...

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Bibliographic Details
Main Authors: Inese Polaka, Arkady Borisov
Format: Article
Language:English
Published: Vilnius Gediminas Technical University 2010-12-01
Series:Technological and Economic Development of Economy
Subjects:
classification
class decomposition
cluster analysis
decision trees
data mining
Online Access:https://journals.vgtu.lt/index.php/TEDE/article/view/5919

Internet

https://journals.vgtu.lt/index.php/TEDE/article/view/5919

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