Bengio, Yoshua; Grandvalet, Yves - Centre Interuniversitaire de Recherche en Analyse des … - 2003
In statistical machine learning, the standard measure of accuracy for models is the prediction error, i.e. the expected … as K-fold cross-validation can be used to obtain an unbiased estimator of prediction error. However, to compare learning … reused for training or testing. L'erreur de prédiction, donc la perte attendue sur des données futures, est la mesure …