Comments (1)
Hi @ddurmaz97 thanks for your question!
It looks like you have an issue with the explanation method.
For validation, can you please use quantus.explain
and then generate the LIME
explanations for inspection? Check that they are not producing just zeros and update the hyperparameteres of your explanation function if they do?
e.g., you can run
explanations = quantus.explain(model, inputs, targets, **{"method": "Lime", "xai_lib": "captum", "xai_lib_kwargs": {<ALL YOUR KWARGS TO PASS TO CAPTUM LIME>}}
and look into the explanations !
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