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Task
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Resolution: Done
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Minor
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None
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False
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False
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Undefined
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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.