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I have another question regarding the dataset split.

If I have a train and test set can I perform all the preprocessing steps (scaling, imputation, ...) on the training one and then split it into training and validation to have a first evaluation of the model?

Or should I firstly split the training set into train and validation?

Many thanks.

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