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ECAI
2006
Springer
13 years 8 months ago
Ensembles of Grafted Trees
Grafted trees are trees that are constructed using two methods. The first method creates an initial tree, while the second method is used to complete the tree. In this work, the fi...
Juan José Rodríguez, Jesús Ma...
AUSAI
1998
Springer
13 years 8 months ago
The Problem of Missing Values in Decision Tree Grafting
Decision tree grafting adds nodes to inferred decision trees. Previous research has demonstrated that appropriate grafting techniques can improve predictive accuracy across a wide ...
Geoffrey I. Webb
ECML
1995
Springer
13 years 8 months ago
Simplifying Decision Trees by Pruning and Grafting: New Results (Extended Abstract)
Floriana Esposito, Donato Malerba, Giovanni Semera...
JMLR
2010
146views more  JMLR 2010»
12 years 11 months ago
Accurate Ensembles for Data Streams: Combining Restricted Hoeffding Trees using Stacking
The success of simple methods for classification shows that is is often not necessary to model complex attribute interactions to obtain good classification accuracy on practical p...
Albert Bifet, Eibe Frank, Geoffrey Holmes, Bernhar...