Evaluation of binary classifiers for asymptotically dependent and independent extremes

Juliette Legrand, Philippe Naveau, Marco Oesting

Machine learning classification methods usually assume that all possible classes are sufficiently present within the training set. Due to their inherent rarities, extreme events ar…