Hands-on training about overfitting
Fig 10
The proper workflow for cross-validation that includes data preprocessing.
In this workflow preprocessing is not done prior to splitting the data. The preprocessing recipe, provided by the Preprocess widget, enters the cross-validation procedure and is applied to each training data subset separately, without being informed by the data that is used in testing.