Informative trees by visual pruning

•A one-step procedure of pruning and decision tree selection is provided.•We define a new way to represent the tree structure by a dendrogram-like output.•Our approach can be used to build up both classification and regression trees.•We show the performance of the proposed approach using real world...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Expert systems with applications 2019-08, Vol.127, p.228-240
Hauptverfasser:	Iorio, Carmela, Aria, Massimo, D’Ambrosio, Antonio, Siciliano, Roberta
Format:	Artikel
Sprache:	eng
Schlagworte:	CART Classification Cost-complexity pruning Decision trees Impurity proportional reduction Pruning Regression analysis Supervised statistical learning Visualization
Online-Zugang:	Volltext
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