When using a pipeline with a cache and passing the transformer objects as an instance from a variable, it is possible to access the transformer
objects directly.
This is an issue since all the transformers are cloned when the Pipeline is fitted, and therefore, the objects outside the Pipeline are not updated
and will yield unexpected results.
