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» Classification with Belief Decision Trees

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COMSIS
2006

156views more COMSIS 2006»

A Comparison of the Bagging and the Boosting Methods Using the Decision Trees Classifiers

14 years 11 months ago

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In this paper we present an improvement of the precision of classification algorithm results. Two various approaches are known: bagging and boosting. This paper describes a set of ...

Kristína Machova, Miroslav Puszta, Frantise...

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171

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SGAI
2010
Springer

257views Artificial Intelligence» more SGAI 2010»

Induction of Modular Classification Rules: Using Jmax-pruning

14 years 9 months ago

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The Prism family of algorithms induces modular classification rules which, in contrast to decision tree induction algorithms, do not necessarily fit together into a decision tree s...

Frederic T. Stahl, Max Bramer

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ECML
2007
Springer

129views Machine Learning» more ECML 2007»

Using Secondary Knowledge to Support Decision Tree Classification of Retrospective Clinical Data

15 years 5 months ago