30 search results - page 1 / 6 » Adjusting for Multiple Comparisons in Decision Tree Pruning |
54
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KDD
1997
ACM
15 years 4 months ago
1997
ACM
KDD
1995
ACM
15 years 4 months ago
1995
ACM
This paper explores the application of the Minimum Description Length principle for pruning decision trees. We present a new algorithm that intuitively captures the primary goal o...
109
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FLAIRS
2008
15 years 2 months ago
2008
In machine learning, decision trees are employed extensively in solving classification problems. In order to design a decision tree classifier two main phases are employed. The fi...
109
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ICML
2003
IEEE
16 years 1 months 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 ...
IJCAI
1989
15 years 1 months ago
1989
A new decision tree learning algorithm called IDX is described. More general than existing algorithms, IDX addresses issues of decision tree quality largely overlooked in the arti...