ValueError: Test interactions matrix and train interactions matrix share 95786 interactions. This will cause incorrect evaluation, check your data split.

[kholoudsaa]

Hi

I am trying to create a hybrid recommender using item's features I have a dataset with 478,930 interactions I am quite sure that each user-item pairs available only once in my data, so it should be no interactions shared between train and test sets
However, I keep getting the issue: ValueError: Test interactions matrix and train interactions matrix share 95786 interactions. This will cause incorrect evaluation, check your data split.

How can I solve this? What are the potential reasons for this?

[ehsanmeisami]

I am having the same problem.