Machine Learning, Model Selection, Hyperparameter Tuning, Learning Curve, Cross Validation.
to further take advantage of the test set data for model fitting before shipping the model. Whether or not this strategy is needed depends strongly on the slope of the learning curve at the initial training set size. Fig. 1: Example of a learning curve. Learning curves further allow to easily