removed logit/probit conversion from TreeSHAP-IQ (closes #143)

mmschlk / shapiq

Shapley Interactions for Machine Learning

https://shapiq.readthedocs.io

MIT License

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removed logit/probit conversion from TreeSHAP-IQ (closes #143) #147

Closed mmschlk closed 2 months ago

mmschlk commented 2 months ago

This PR removes the logit/probit transformation in TreeSHAP-IQ because it is numerically quite unstable. We can think in the future if we really need logits and probits but can (imo) omit them atm.