Handling incomplete data classification using imputed feature selected bagging (IFBag) method

Almost all real-world datasets contain missing values. Classification of data with missing values can adversely affect the performance of a classifier if not handled correctly. A common approach used for classification with incomplete data is imputation. Imputation transforms incomplete data with mi...

Ausführliche Beschreibung

Bibliographische Detailangaben

Veröffentlicht in:	Intelligent data analysis 2021-01, Vol.25 (4), p.825-846
Hauptverfasser:	Khan, Ahmad Jaffar, Raza, Basit, Shahid, Ahmad Raza, Kumar, Yogan Jaya, Faheem, Muhammad, Alquhayz, Hani
Format:	Artikel
Sprache:	eng
Schlagworte:	Bagging Classification Classifiers
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!