IntelliHealth: A medical decision support application using a novel weighted multi-layer classifier ensemble framework

[Display omitted] •Extensive research has been conducted on disease prediction.•An optimal combination of classifiers is presented with multi-layer classification.•The ensemble approach uses bagging with multi-objective optimized weighted.•Comparison with existing techniques show superiority of our...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Veröffentlicht in:Journal of biomedical informatics 2016-02, Vol.59, p.185-200
Hauptverfasser: Bashir, Saba, Qamar, Usman, Khan, Farhan Hassan
Format: Artikel
Sprache:eng
Schlagworte:
Online-Zugang:Volltext
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!