Improving class noise detection and classification performance: a new two-filter CNDC model

Class noise is an important issue in classification with a lot of potential consequences. It can decrease the overall accuracy and increase the complexity of the induced model. This study investigates ensemble filtering, removing and relabeling noisy instances issues and proposes a new two-filter mo...

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Bibliographic Details
Main Authors: Nematzadeh, Zahra, Ibrahim, Roliana, Selamat, Ali
Format: Article
Published: Elsevier B.V. 2020
Subjects: