Hands-on training about overfitting
Fig 6
Testing with cross-validation.
The Tree widget receives no data and does not output a tree but only an algorithm (รค recipe") for building one. The Randomize widget, which shuffles the data, is here only to demonstrate that cross validation discovers overfitting by showing a small accuracy. In practice, we would use the actual, non-randomized data.