lime icon indicating copy to clipboard operation
lime copied to clipboard

Incoherent explanation on text LIME explainer ?

Open nprime496 opened this issue 2 years ago • 0 comments

LIME is a great package for explaining model's decisions and worked great until now.

However I just used it to explain my model's prediction on a classic disasters tweet classification task. The results is quite surprising on one instance. In fact, even if LIME tells me that some words really drives models towards a decision, the final probabilities output is quite different.

Is this normal behavior ? expected ? and how to interpret it ?

Screenshot from 2022-09-30 01-41-54

nprime496 avatar Sep 29 '22 23:09 nprime496