How to explain your ML model with SHAP

A practical guide to ML model explainability

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What is ML model explainability?

With exception of simple linear models like linear regression where you can easily look at the feature coefficients, machine learning models can often be a bit of a blackbox. It can be very difficult to understand why the model predicts a…