Errors are not managed when manipulating filters on the Shapash Webapp

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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Closed MLecardonnel closed 1 year ago

MLecardonnel commented 1 year ago

Shapash Webapp errors are not managed for the manipulation of filters:

Combinaiting incompatible filters ending in an empty subset throws an error
Selecting no data points via the true values vs predicted values graph throws an error
Applying a filter, selecting a subet via the true values vs predicted values graph and then reseting the filters throws an error

Python version :3.9

Shapash version :2.2.2