Time-constrained cost-sensitive decision tree induction

•Cost-sensitive decision tree induction is to build a decision tree from training data with minimal cost.•No previous research has studied how to induce the minimal cost tree if the classification task has to be completed in a limited time.•This paper proposed an algorithm to induce time-constrained...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Information sciences 2016-08, Vol.354, p.140-152
Hauptverfasser:	Chen, Yen-Liang, Wu, Chia-Chi, Tang, Kwei
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Buildings Classification Cost engineering Cost-sensitive learning Data mining Decision analysis Decision tree Decision trees Tasks Training Trees
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!