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Computational statistics / Ensemble learning / Pruning / Decision tree learning / Overfitting / Boosting / Ross Quinlan / AdaBoost / Algorithm / Machine learning / Decision trees / Artificial intelligence


Improving Decision Tree Pruning through Automatic Programming Stig-Erland Hansen Roland Olsson
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Document Date: 2007-10-16 02:55:08

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City

Monterey / San Francisco / Davenport / /

Company

Prentice-Hall / Russell / Morgan Kaufmann Publishers Inc. / ADATE / Intel / /

Country

United States / /

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IndustryTerm

huge software system / machine learning algorithms / Data sets aga aud car dna hay krkp / binary search trees / on-line learning / selected pruning algorithm / sets aga aud car dna hay krkp mon1 / synthesized pruning algorithm / Data sets agaricus-lepiota audiology car / base classification algorithm / exhaustive search / classification algorithm / generated pruning algorithm / neural network / final synthesized pruning algorithm / ensemble algorithms / online notes / post-pruning algorithms / decision tree algorithm / classification algorithms / aga aud car dna hay krkp mon1 mon2 mon3 / decision tree learning algorithm / search space / /

Organization

American Statistical Association / Carnegie Mellon / /

Person

Roland Olsson / Ross Quinlan / Ricardo Aler / /

ProgrammingLanguage

Standard ML / /

PublishedMedium

Machine Learning / Journal of Machine Learning Research / Journal of the American Statistical Association / /

Technology

C4.5 decision tree learning algorithm / functional programming / ensemble algorithms / three algorithms / machine learning algorithms / base algorithm / post-pruning algorithms / base classification algorithm / decision tree algorithm / machine learning / classification algorithm / automatically generated pruning algorithm / pruning algorithms / Existing Pruning Algorithms / pruning algorithm / neural network / selected pruning algorithm / artificial intelligence / final synthesized pruning algorithm / boosting algorithm / machine learning system / classification algorithms / synthesized pruning algorithm / synthesized algorithm / /

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http /

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