Sugiyama, Masashi; Müller, Klaus-Robert - In: Statistics & Decisions 23 (2005) 4, pp. 249-279
probability distribution. However, this assumption is not fulfilled, e.g., in interpolation, extrapolation, active learning, or … generalization error estimation schemes such as cross-validation or Akaike's information criterion, and thus they result in poor …