Multiclass Dataset by Applying SHAPR Package

NorskRegnesentral / shapr

Explaining the output of machine learning models with more accurately estimated Shapley values

https://norskregnesentral.github.io/shapr/

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Multiclass Dataset by Applying SHAPR Package #378

Closed AbdollahiAz closed 2 months ago

AbdollahiAz commented 4 months ago

Hello,

Is it possible to use the SHAPR package for dataset with multiclass (more than > 2 class; such as IRIS dataset)? I have a data set with 6 classes. I decide to apply SHAPR. Please give me suggestions to solve my problem. Thank you for your consideration.

martinju commented 2 months ago

It is almost possible, but not quite as of know. You better split it up into multiple binary classifications when you are explaining them.