Classification performance assessment for imbalanced multiclass data

Abstract The evaluation of diagnostic systems is pivotal for ensuring the deployment of high-quality solutions, especially given the pronounced context-sensitivity of certain systems, particularly in fields such as biomedicine. Of notable importance are predictive models where the target variable ca...

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Bibliographic Details
Published in:Scientific Reports
Main Authors: Jesús S. Aguilar-Ruiz, Marcin Michalak
Format: Article
Language:English
Published: Nature Portfolio 2024-05-01
Online Access:https://doi.org/10.1038/s41598-024-61365-z