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» Efficient Algorithms for Decision Tree Cross-validation
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BMCBI
2008
219views more  BMCBI 2008»
13 years 4 months ago
Classification of premalignant pancreatic cancer mass-spectrometry data using decision tree ensembles
Background: Pancreatic cancer is the fourth leading cause of cancer death in the United States. Consequently, identification of clinically relevant biomarkers for the early detect...
Guangtao Ge, G. William Wong
JMLR
2002
102views more  JMLR 2002»
13 years 4 months ago
Efficient Algorithms for Decision Tree Cross-validation
Cross-validation is a useful and generally applicable technique often employed in machine learning, including decision tree induction. An important disadvantage of straightforward...
Hendrik Blockeel, Jan Struyf
DBPL
2007
Springer
158views Database» more  DBPL 2007»
13 years 8 months ago
Efficient Algorithms for the Tree Homeomorphism Problem
Tree pattern matching is a fundamental problem that has a wide range of applications in Web data management, XML processing, and selective data dissemination. In this paper we deve...
Michaela Götz, Christoph Koch, Wim Martens
KDD
2000
ACM
106views Data Mining» more  KDD 2000»
13 years 8 months ago
Efficient algorithms for constructing decision trees with constraints
Minos N. Garofalakis, Dongjoon Hyun, Rajeev Rastog...