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100
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ICML
2003
IEEE
16 years 12 days ago
2003
IEEE
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 ...
PODC
1997
ACM
15 years 3 months ago
1997
ACM
IPL
2002
14 years 11 months ago
2002
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...
ICML
2004
IEEE
16 years 12 days ago
2004
IEEE
The majority of the existing algorithms for learning decision trees are greedy--a tree is induced top-down, making locally optimal decisions at each node. In most cases, however, ...
103
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ML
2008
ACM
14 years 11 months ago
2008
ACM
We address the issue of compiling ML pattern matching to compact and efficient decisions trees. Traditionally, compilation to decision trees is optimized by (1) implementing decis...