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ICTAI
1999
IEEE

Controlled Flux Results in Stable Decision Trees

10 years 5 months ago
Controlled Flux Results in Stable Decision Trees
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
Added 03 Aug 2010
Updated 03 Aug 2010
Type Conference
Year 1999
Where ICTAI
Authors Dimitrios Kalles, Athanassios Papagelis
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