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@Advueu963 is a 🚀! Will also take a look at it coming days. Is FBII also added to |
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@mmschlk FBII was already supported by |
# Conflicts: # shapiq/approximator/regression/__init__.py # shapiq/approximator/regression/_base.py
…baseline_empty_player # Conflicts: # shapiq/approximator/_base.py # shapiq/game_theory/indices.py
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The updates consist of equalizing the baseline value and empty player value in the Interactionvalues object. In particular:
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The sampling weights of FBII were updated to work appropriate. |
mmschlk
approved these changes
Mar 20, 2025
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This PR closes #331, adding the Faithful Banzhaf Interaction Index (FBII) as supported variant for Least Squares Approximation.
For this, the
RegressionFBII(..)was introduced to approximate FBII.Additionally, FBII support was introduced in
TabularExplainerandMonteCarlo-Approximator.Also, the BV exact computation was updated to set the empty players value equal to zero and game normalization for FBII.