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» MDL-Based Decision Tree Pruning
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KDD
1997
ACM
86views Data Mining» more  KDD 1997»
13 years 11 months ago
Adjusting for Multiple Comparisons in Decision Tree Pruning
David Jensen, Matthew D. Schmill
ECML
1993
Springer
13 years 11 months ago
Decision Tree Pruning as a Search in the State Space
Floriana Esposito, Donato Malerba, Giovanni Semera...
ECML
1995
Springer
13 years 11 months ago
Simplifying Decision Trees by Pruning and Grafting: New Results (Extended Abstract)
Floriana Esposito, Donato Malerba, Giovanni Semera...
ICML
2003
IEEE
14 years 8 months ago
Boosting Lazy Decision Trees
This paper explores the problem of how to construct lazy decision tree ensembles. We present and empirically evaluate a relevancebased boosting-style algorithm that builds a lazy ...
Xiaoli Zhang Fern, Carla E. Brodley
ICML
2000
IEEE
14 years 8 months ago
Exploiting the Cost (In)sensitivity of Decision Tree Splitting Criteria
This paper investigates how the splitting criteria and pruning methods of decision tree learning algorithms are influenced by misclassification costs or changes to the class distr...
Chris Drummond, Robert C. Holte