I agree, as long as you do out of sample testing correctly then using this as a benchmark for finding the correct transformations to perform should reduce overf

I agree, as long as you do out of sample testing correctly then using this as a benchmark for finding the correct transformations to perform should reduce overfitting. That said I can see how if done incorrectly you could easily end up overfitting instead.