1543d6d5cb976e4f9fbfaedf2e257967-Paper-Datasets_and_Benchmarks_Track.pdf

Sample-wise learning curves plot performance versus training set size. They are useful for studying scaling laws and speeding up hyperparameter tuning and model selection. Learning curves are often assumed to be well-behaved: monotone (i.e.