Let's say I put the following two datasets in the best possible model (same model for both):
- A raw dataset, the variables as they came just from the query.
- A feature-engineered dataset, with hundreds of created variables, which came from the same raw dataset I just mentioned.
Could the difference between both AUCs be high? How much?