A New Cost Function for Binary Classification Problems Based on the Distributions of the Soft Output for Each Class

Marcelino Lázaro, José M. Leiva-Murillo, Antonio Artés-Rodríguez, Aníbal R. Figueiras-Vidal. A New Cost Function for Binary Classification Problems Based on the Distributions of the Soft Output for Each Class. In Proceedings of the International Joint Conference on Neural Networks, IJCNN 2007, Celebrating 20 years of neural networks, Orlando, Florida, USA, August 12-17, 2007. pages 1464-1469, IEEE, 2007. [doi]

Abstract

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