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  1. Fidelis AI
  2. FAI-510

Add unit tests for "partial" goals in the CF explainer

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    • Icon: Task Task
    • Resolution: Done
    • Icon: Minor Minor
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      The current implementation of the CF explainer allows for a "partial" goal to be specified:
      As an example, if a predicitive model's outcome has the schema:

      outcome_A: boolean, outcome_B: double

      For many real-world scenarios it is beneficial to be able to provide a subset of outcomes as the goal and effectively omit other outcomes from the search.

      For instance (using the model above), the user might be interested only in outcome_A as the main goal while outcome_B could take any value.

      The aim is to add better testing and documentation for the partial goal CF search.

              ruimvieira_jira Rui Vieira
              ruimvieira_jira Rui Vieira
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