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31

ICTAI
1999
IEEE

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Controlled Flux Results in Stable Decision Trees

14 years 3 months ago

Controlled Flux Results in Stable Decision Trees

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This work deals with stability in incremental induction of decision trees. Stability problems arise when an induction algorithm must revise a decision tree very often and oscillations between similar concepts decrease learning speed. We introduce a heuristic and an algorithm with theoretical and experimental backing to tackle this problem.

Dimitrios Kalles, Athanassios Papagelis

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Artificial Intelligence | Decision Tree | ICTAI 1999 | Incremental Induction | Induction Algorithm |

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Added	03 Aug 2010
Updated	03 Aug 2010
Type	Conference
Year	1999
Where	ICTAI
Authors	Dimitrios Kalles, Athanassios Papagelis

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