Multiclass Classification Performance Curve

Quality of predictive models is a critical factor. Many evaluation measures have been proposed for binary and multi-class datasets. However, less attention has been paid to graphical representation of the classification performance, where the ROC curve is extensively used for binary datasets but the...

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Veröffentlicht in:	IEEE access 2022, Vol.10, p.68915-68921
Hauptverfasser:	Aguilar-Ruiz, Jesus S., Michalak, Marcin
Format:	Artikel
Sprache:	eng
Schlagworte:	Biomedical measurement Classification Correlation coefficient Datasets Graphical representations machine learning Medical diagnostic imaging multi–class data performance curve Prediction models Predictive models Probability distribution ROC curve Sensitivity
Online-Zugang:	Volltext
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