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Mathematical optimization / Decision trees / Cybernetics / Data mining / Decision tree learning / Genetic algorithm / Genetic programming / Random forest / Feature selection / Machine learning / Statistics / Mathematics


evtree: Evolutionary Learning of Globally Optimal Classification and Regression Trees in R Thomas Grubinger Achim Zeileis
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Document Date: 2014-07-02 11:47:10


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Asuncion / /

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Netherlands / /

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method genetic algorithms / forward-search recursive partitioning algorithms / crossover operator / parent solution / recursive forward search / classification tree algorithm / subsequent solution / forward-search heuristic / recursive partitioning algorithms / Variation operators / described forward stepwise search / regression tree algorithms / image processing / suboptimal solutions / tree algorithms / steady state algorithm / evtree algorithm / split rule mutation operator / data mining / evolutionary algorithm / forward stepwise search / commonly-used recursive partitioning algorithms / candidate solutions / forwardsearch tree algorithms / individual solutions / evolutionary algorithms / software packages / suboptimal solution / mutation operator / search space / exhaustive search / forward-search recursive partitioning methods / mutation operators / search problems / /

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XP / /

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X2 Fitted party / /

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Achim Zeileis / Thomas Grubinger / Karl-Peter Pfeiffer / Tang / Karl-Peter Pfeiffer Innsbruck / Achim Zeileis Karl-Peter / Thomas Grubinger Achim Zeileis / /

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C++ / /

Technology

CART algorithm / method genetic algorithms / regression tree algorithms / tree algorithms / classification tree algorithm / steady state algorithm / recursive partitioning algorithms / evolutionary algorithm / why forward-search recursive partitioning algorithms / evtree algorithm / two tree algorithms / data mining / machine learning / forwardsearch tree algorithms / image processing / /

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