mmschlk / shapiq

Shapley Interactions for Machine Learning

Home Page:https://shapiq.readthedocs.io

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Add Kernel-based SII Approximator

mmschlk opened this issue · comments

Add the kernel-based Shapley Approximator for SII and k-SII.

Note: This task should be done after the sampling is reworked.

Tasks:

  • Add Kernel-based SII approximator under regression
  • Add tests for the approximator with 100% coverage