AutoML backend accepts 'ignored_columns' containing one of response, fold, weights column
Description
Discovered this when using Flow.
Python+R clients are doing the filtering on their side, but it should also be done on backend.
when setting up AutoML, we should ensure that ignored_columns get automatically those columns removed if present, also alerting the user with an eventLog message:
response_column
fold_column
weights_column
