fix #472 but still need some discussion

MAIF / shapash

🔅 Shapash: User-friendly Explainability and Interpretability to Develop Reliable and Transparent Machine Learning Models

https://maif.github.io/shapash/

Apache License 2.0

2.71k stars 331 forks source link

Open ekamioka opened 11 months ago

ekamioka commented 11 months ago

This PR removes columns with constant values that will generate NaNs values durante the correlation matrix calculation.

Therefore, I believe it is still required a discussion towards:

assess the impact of the columns removed in face of the report
assess the feasibility/need to inform/war the user about the removal
address the presence of columns containing constant values as a new report section.