DSpace Repository

Browsing by Subject "Oversampling Methods"

Browsing by Subject "Oversampling Methods"

Sort by: Order: Results:

  • Clinical Decision Support Systems: From the Perspective of Small and Imbalanced Data Set 
    Par, Öznur Esra; Akçapınar Sezer, Ebru; Sever, Hayri (IOS Press, 2019)
    Clinical decision support systems are data analysis software that supports health professionals' decision-making the process to reach their ultimate outcome, taking into account patient information. However, the need for ...
  • Small and Unbalanced Data Set Problem in Classification 
    Par, Öznur Esra; Sezer, Ebru Akçapınar; Sever, Hayri (2019)
    Classification of data is difficult in case of small and unbalanced data set and this problem directly affects the classification performance. Small and / or the imbalance dataset has become a major problem in data mining. ...
  • Sınıflandırmada Küçük ve Dengesiz Veri Kümesi Problemi 
    Par, Öznur Esra; Akçapınar Sezer, Ebru; Sever, Hayri (2019)
    Verilerinin sınıflandırılması, veri kümesinin küçük ve dengesiz olması durumunda zorlaşmakta ve sınıflama performansını direkt etkilemektedir. Veri setinin küçük olması ve/veya sınıflar arasında dengesizlik olması veri ...