How do we encode multi-label or sparse task labels? #41
Labels
Label Schema
For the MEDS label schema
Pending Community Use
Issues that should be solved after sufficient community uptake and use to dictate method
priority:low
Low priority; does not need to be included in any upcoming release candidates.
question
Further information is requested
In our label schema, if a task is multi-label (e.g., predict all the diagnoses a patient will receive in this stay), how do we want to encode that? What if a task is sparse and multi-label (e.g., predict the max lab value that will be seen for all labs measured in this stay)?
I don't think this is urgent at all, but it is worth contemplating to either capture in documentation or in future versions (or to have a place for catching discussions about it)
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