Worthiness Benchmark: A Novel Concept for Analyzing Binary Classification Evaluation Metrics

Author:

Shirdel Mohammad,Di Mauro Mario,De Meo Pasquale

Publisher

Elsevier BV

Reference21 articles.

1. Relative Information Superiority (RIS): a novel evaluation measure for binary rule-based classification models;Mohammad Shirdel;Proceedings of the 2023 International Conference on Embedded Wireless Systems and Networks (EWSN),2023

2. Measuring classifier performance: a coherent alternative to the area under the roc curve;J David;Machine learning,2009

3. The advantages of the matthews correlation coefficient (mcc) over f1 score and accuracy in binary classification evaluation;Davide Chicco;BMC genomics,2020

4. Comparative study of quality estimation of binary classification;V Valery;Informatics,2020

5. The impact of class imbalance in classification performance metrics based on the binary confusion matrix;Amalia Luque;Pattern Recognition,2019

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