The recommended articles the author has read this week.
The topic this week is SHAP. This indicator is useful to evaluate the trained model, even if the model is a black box. As follows, the materials for learning are listed.
Official GitHub repository
The official Github repository. There are good descriptions and example notebooks. You can learn basic knowledge.
Introduction to SHAP with Python
In this article, several important graph styles are introduced with easy descriptions. With the above official Github repository, you will get a deeper understanding of SHAP.
Analysing Interactions with SHAP
SHAP is useful to confirm the existence of interactions between explanatory variables. In this article, we can learn how to get the above insights.