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Interpretability Target_Idx / Multilabel setting is not well-defined #915

@jhnwu3

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@jhnwu3

We need to standardize how we do interpretability with multilabel setting:

  • Decision boundary needs to be explicitly defined
  • Target_Idx is irrelevant for binary classification
  • defaullt behavior is not well-documented in the interpreter for multilabel.

https://github.com/sunlabuiuc/PyHealth/blob/master/pyhealth/interpret/methods/integrated_gradients.py

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    coreCore functionality (Patient API, BaseDataset, event stream format, etc.)documentationImprovements or additions to documentation

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