Machine Learning, Model Selection, Hyperparameter Tuning, Learning Curve, Cross Validation.
variance of our prediction performance estimate is low, but our estimate might be overly pessimistic since we use only 80–90% of the available data for training (cf. discussion of the learning curve above). Nevertheless, 10-fold (or 5-fold) CV is recommended as a rule of thumb [2]. Inside the