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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Bug in Correlation Matrix: Shortened Labels Become Identical, Leading to Missing Lines in Plot #602

Closed guillaume-vignal closed 1 week ago

guillaume-vignal commented 1 week ago

I encountered a bug in the correlation matrix plot where the labels for features are shortened for readability. When multiple labels are shortened, they sometimes become identical, causing rows or columns to disappear from the correlation matrix. This leads to incomplete or missing data in the correlation plot, as overlapping or identical labels are not properly handled.