Multicriteria Classifier Ensemble Learning for Imbalanced Data

One of the vital problems with the imbalanced data classifier training is the definition of an optimization criterion. Typically, since the exact cost of misclassification of the individual classes is unknown, combined metrics and loss functions that roughly balance the cost for each class are used....

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Bibliographic Details
Main Authors: Weronika Wegier, Michal Koziarski, Micha Wozniak
Format: Article
Language:English
Published: IEEE 2022-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/9706443/