On Cross-Validation for Hyperparameter Optimization of Deep Learning Image Classifiers

Ljubomir Buturovic

Hyperparameter optimization (HPO) can materially affect the performance of deep learning (DL) image classifiers, but there is little empirical guidance on how to derive the validat…