13967088818

Committed 20 Mar 2025 10:25AM UTC coverage: 93.451% (+0.05%) from 93.405%

Build # 13967088818

Build Type

push

github

Committed by

web-flow

Commit Message

331 adding faith banzhaf approximator (#333)

* Added FBII

* Introduces game normalization for FBII in exact.

* Added FBII to MC_Approximator

* Added FBI to Tabular Explainer

* Update regression coefficient calculation for FBII & FSII.

* refactoring of regression weight calculation

* fix fbii exact computation missing baseline_value addition

* Added FBII

* Introduces game normalization for FBII in exact.

* Added FBII to MC_Approximator

* Added FBI to Tabular Explainer

* Update regression coefficient calculation for FBII & FSII.

* refactoring of regression weight calculation

* fix fbii exact computation missing baseline_value addition

* updated regression_coefficient calculation

* improving approximation finalize result

* Consistent baseline/empty player value throughout InteractionValues.

* Sampling weight initialisation for FBII and corresponding approximation

* renamed finalize function

* finalized explanations for TreeExplainer

---------

Co-authored-by: Maximilian <maximilian.muschalik@gmail.com>

Run Details

5893 of 6306 relevant lines covered (93.45%)

0.93 hits per line

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97.87

/explainer/tree/explainer.py

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mmschlk / shapiq / 13967088818

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