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» BOAT-Optimistic Decision Tree Construction
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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...
ICML
2003
IEEE
14 years 6 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
DATAMINE
2010
166views more  DATAMINE 2010»
13 years 5 months ago
Optimal constraint-based decision tree induction from itemset lattices
In this article we show that there is a strong connection between decision tree learning and local pattern mining. This connection allows us to solve the computationally hard probl...
Siegfried Nijssen, Élisa Fromont
IPL
2002
98views more  IPL 2002»
13 years 5 months ago
Evolutionary induced decision trees for dangerous software modules prediction
We study the possibility of constructing decision trees with evolutionary algorithms in order to increase their predictive accuracy. We present a self-adapting evolutionary algori...
Vili Podgorelec, Peter Kokol