Local plot unclear - Githubissues

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

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Open guillaume-vignal opened 8 months ago

guillaume-vignal commented 8 months ago

There are elements in local plot which are unclear.

The term Response which says that the class 1 is Survival and not that the true value for this id is 0 is confusing.

It would be nice to remove the term response and say (only when the plot is in jupyter notebook)
- Class Survival Proba: 0.20
- Class 1 Proba: 0.20
- Class 0 Proba: 0.80
Indicate the true value.
And for regression give the real value and the error.