Learning from Imbalanced Data Sets by Alberto Fernández, Mikel Galar, Ronaldo C. Prati, Bartosz Krawczyk, Francisco Herrera, Salvador García
Learning from Imbalanced Data Sets

Alberto Fernández, Mikel Galar, Ronaldo C. Prati, Bartosz Krawczyk, Francisco Herrera, Salvador García

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Description

This book stresses the gap with standard classification tasks by reviewing the case studies and ad-hoc performance metrics that are applied in this area. It also covers the different approaches that have been traditionally applied to address the b...

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