in orders we could find more than one restaurant per customer location. I think that test data very similar to train, so it's a good idea to predict sometimes more than one (based on probabilities from your model).

I suggest you to find prob threshold which maximized F1 for your validation data and mark as 1 all rest above this threshold for test