When is Undersampling Effective in Unbalanced Classification Tasks?

Andrea Dal Pozzolo, Olivier Caelen, Gianluca Bontempi. When is Undersampling Effective in Unbalanced Classification Tasks?. In Annalisa Appice, Pedro Pereira Rodrigues, Vítor Santos Costa, Carlos Soares, João Gama, Alípio Jorge, editors, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2015, Porto, Portugal, September 7-11, 2015, Proceedings, Part I. Volume 9284 of Lecture Notes in Computer Science, pages 200-215, Springer, 2015. [doi]

Abstract

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