`rank` method from ranking QoIs not working as expected

DataResponsibly / ShaRP

Implementation of the algorithm proposed in the paper "ShaRP: Explaining Rankings with Shapley Values", by Pliatsika et al.

MIT License

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`rank` method from ranking QoIs not working as expected #11

Closed joaopfonseca closed 10 months ago

joaopfonseca commented 10 months ago

Describe the bug

When self.X is not None and the goal is to get rankings for a given X input, the output rankings are based on a dataset which is the concatenation between self.X and X, which may yield unintended results.

Steps/Code to Reproduce

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Expected Results

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Actual Results

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Versions

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