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Table 1 Cross-validation methods to be compared

From: Estimating misclassification error: a closer look at cross-validation based methods

Method No. Repetitions Sample Type Total No. Retrainings
k CVn1 1 NA n
BCVn2 B Bootstrap B×n
k CVn/2 B Permutation B×n
BCVn/2 B Bootstrap B×n
k CV10 B×n/10 Permutation B×n
BCV10 B×n/10 Bootstrap B×n
  1. 1k CVn is leave-one-out CV (LOOCV).
  2. 2BCVn is BCV as defined by Fu et al. (2005).