Analysis of preprocessing vs. cost-sensitive learning for imbalanced classification. Open problems on intrinsic data characteristics

Journal Article 2012

V. López, Alberto Luis Fernández Hilario, J.G. Moreno-Torres, Francisco Herrera Triguero

Expert Systems with ApplicationsVolume 39Pages 6585-6608

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López, V., Fernández Hilario, A. L., Moreno-Torres, J., & Herrera Triguero, F. (2012). Analysis of preprocessing vs. cost-sensitive learning for imbalanced classification. Open problems on intrinsic data characteristics. Expert Systems With Applications, 39, 6585-6608. https://doi.org/10.1016/j.eswa.2011.12.043
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10.1016/j.eswa.2011.12.043