A U-statistic estimator for the variance of resampling-based error estimators

Mathias Fuchs, Roman Hornung, Riccardo De Bin +1

We revisit resampling procedures for error estimation in binary classification in terms of U-statistics. In particular, we exploit the fact that the error rate estimator involving…