Feature importance- COPOD, others.

[anirbanmukherjee2709]

Hi @yzhao062

I am looking to enumerate feature importance for features that lead a case to become an anomaly, for my project. I have extracted the Isolation_forest importance. While COPOD just returns the plot. Have you considered:

1. returning the feature importance as you mention in commented-out codes?
2. any other algorithms to have the explainability methods?

Thanks in advance!

[duvi86]

Hi all, I have the same issue, I would like to see from where potentially the anomaly is coming. Is there something like that?

[onixlas]

Well, ECOD and HBOS have a built-in explainability.