Beyond Area Under the Receiver Operating Characteristic Curve: Evaluating Predictive Performance Metrics Under Class Imbalance in Real-World Clinical Data

Beyond Area Under the Receiver Operating Characteristic Curve: Evaluating Predictive Performance Metrics Under Class Imbalance in Real-World Clinical Data

Authors of this article:

Vanessa das Graças José Ventura¹ ;   Claudio Moisés Valiense de Andrade² ;   Jussara Marques de Almeida² ;   Bruno Porto Pessoa³ ;   Carísi Anne Polanczyk^{4, 5, 6} ;   Guilherme Fonseca do Nascimento² ;   Eric Boersma⁷ ;   Heloisa Reniers Vianna⁸ ;   Katia de Paula Farah¹ ;   Leonardo Chaves Dutra da Rocha² ;   Marcos André Gonçalves² ;   Milena Soriano Marcolino^{5, 9, 10}