How could we do offline ranking's evaluation?

[Mosikico]

Hi,
I split the interaction data into training and test by leaving out last week's interactions.
but how could I know the relevantItem of each user in test data. how could I evaluate my algorithm offline by the method described in EvaluationMeasure.md?
Anyone can help me, Thanks