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Hi everyone! How do you guys go about choosing the granularity of your ML response ?. For instance, let us say you have been tasked with predicting the purchase probability for an item and this is how your merch hierarchy looks -

1) department

2) category

3) sub category

4) item

The trade off here is between granularity and response sparsity ie if you ... See more