Mind your prevalence!

Mind your prevalence!

Abstract Multiple metrics are used when assessing and validating the performance of quantitative structure–activity relationship (QSAR) models. In the case of binary classification, balanced accuracy is a metric to assess the global performance of such models. In contrast to accuracy, balanced accur...

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Bibliographic Details
Main Authors: Sébastien J. J. Guesné, Thierry Hanser, Stéphane Werner, Samuel Boobier, Shaylyn Scott
Format: Article
Language:English
Published: BMC 2024-04-01
Series:Journal of Cheminformatics
Subjects:
Prevalence
Prevalence shift
Imbalanced
Balanced Matthews’ correlation coefficient
Calibrated metrics
Balanced metrics
Online Access:https://doi.org/10.1186/s13321-024-00837-w

Internet

https://doi.org/10.1186/s13321-024-00837-w

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