Get more out of XAI: 10 Tips

Explainable AI is about more than applying algorithms

Photo by Marten Newhall on Unsplash

I remember the first time I used SHAP. Well, tried to use it. I wanted to understand an XGBoost model trained with over 40 features and many of those were highly correlated. The plots looked cool! But, that was pretty much it.