Artificial datasets for hierarchical classification

•A novel method for generating hierarchical artificial datasets is proposed.•Several hierarchical datasets of tree and directed acyclic graph type are generated.•Hierarchical classification methods are evaluated with the artificial datasets.•The datasets and the program to generate them are made ava...

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Veröffentlicht in:	Expert systems with applications 2021-11, Vol.182, p.115218, Article 115218
Hauptverfasser:	Serrano-Pérez, Jonathan, Sucar, L. Enrique
Format:	Artikel
Sprache:	eng
Schlagworte:	Artificial datasets Bayesian analysis Classification Datasets Evaluation Hierarchical classification Hierarchies Labels Source code State-of-the-art reviews
Online-Zugang:	Volltext
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