When Is Accuracy Evidence? A Unified Theory of Generalisation, Validation, and Information Fusion

JM Gorriz

K-fold cross-validation (CV) is widely used as evidence of out-of-sample performance, although folds are neither independent experiments nor equally informative under heterogeneous…