Sugiyama, Masashi; Müller, Klaus-Robert - In: Statistics & Decisions 23 (2005) 4, pp. 249-279
classification with imbalanced data. The violation of this assumption—known as the covariate shift —causes a heavy bias in standard … in classification with imbalanced data. …