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HyConEx: H...
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Image Credit: Arxiv

HyConEx: Hypernetwork classifier with counterfactual explanations

  • HyConEx is a classification model based on deep hypernetworks designed for tabular data.
  • It not only provides class predictions but also delivers local interpretations for individual data samples in the form of counterfactual examples.
  • HyConEx achieves competitive performance in classification accuracy and fulfills the criteria of a proper counterfactual attack.
  • The code for HyConEx is available on GitHub at https://github.com/gmum/HyConEx.

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