Machine Learning, Model Selection, Hyperparameter Tuning, Learning Curve, Cross Validation.
sequence of zeros and ones. You evaluate all classifiers on your data and find that they get, on average, 50% of the cases right. By chance, one classifier performs better than the others on the data, say, by a margin of 8%. You take this performance as an estimate of the performance of your