Is there another way to determine the effect of the features other than the inbuilt features importance and SHAP values? [Research] [Discussion]

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  • interpretable-ml-book

    Book about interpretable machine learning

    • Yes, there are many techniques beyond the two you listed. I suggest doing a survey of techniques (hint: explainable AI or XAI), starting with the following book: Interpretable Machine Learning.

  • stat_rethinking_2022

    Statistical Rethinking course winter 2022

    • I would recommend the lectures and book of Statistics Rethinking: https://github.com/rmcelreath/stat_rethinking_2022

  • WorkOS

    The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.

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  • stat_rethinking_2023

    Statistical Rethinking Course for Jan-Mar 2023

    • The 2023 version is currently in process: https://github.com/rmcelreath/stat_rethinking_2023

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