Jun 11, 2024
This is a fascinating piece! But let me stir the pot a bit: Is it possible that depending too much on SHAP values might actually simplify the intricate behaviors of complex models? For instance, could SHAP potentially mislead us by spotlighting features that seem important due to model quirks, but aren't genuinely significant? 🧠💡 How can we make sure we're not getting tricked by this?