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A distance...
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Arxiv

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Image Credit: Arxiv

A distance for mixed-variable and hierarchical domains with meta variables

  • A modeling framework is introduced to generalize hierarchical and mixed-variable domains with meta variables.
  • The framework allows comparison of mixed-variable points that don't share the same variables.
  • The methodology is applied to regression and classification experiments using distance-based models.
  • Experiments utilize datasets of hyperparameters and performance scores.

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