Tweeted By @ChristophMolnar

SHAP, LIME, PFI, ... you can interpret ML models with many different methods.

It's all fun and games until two methods disagree.

What if LIME says X1 has a positive contribution, SHAP says negative?

A thread about the disagreement problem, and how to approach it:

— Christoph Molnar (@ChristophMolnar) October 4, 2022