Inducing Diverse Decision Forests with Genetic Programming

This paper presents an algorithm for induction of ensembles of decision trees, also referred to as decision forests. In order to achieve high expressiveness the trees induced are multivariate, with various, possibly user-defined tests in their internal nodes. Strongly typed genetic programming is ut...

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Bibliographische Detailangaben

Hauptverfasser:	SUCHY, Jan, KUBALIK, Jiri
Format:	Tagungsbericht
Sprache:	eng
Schlagworte:	Algorithmics. Computability. Computer arithmetics Applied sciences Computer science control theory systems Decision Tree Ensemble Method Exact sciences and technology Fuzzy Rule Genetic Programming Information Gain Theoretical computing
Online-Zugang:	Volltext
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