Janis Klaise
Janis Klaise
My pull request #262 fixes the example with the updated API of Skater and LIME. However, there are still a number of places in the docs and the examples that...
@pramitchoudhary I had to modify the existing example notebook because the example doesn't work as it's based on the (presumably) old API. As I've mentioned in #261, this is just...
Looks like the the variable `nb_partial_anchors` is empty, this could theoretically happen if there are no rows in the training set where the proposed anchor holds. This could be a...
@enricorotundo I don't think so because you would get the same error regardless if the index was 0 or -1. I think the issue may originate because the list is...
@enricorotundo can you elaborate a little bit? Maybe we can get to the bottom of this and implement appropriate handling.
@enricorotundo hmm that's interesting, we do internal processing to convert models outputing probabilities to ones outputing labels using an `ArgmaxTransformer`, I wonder if there is some bug related to that:...
Needs reproducing to proceed.
I have now reproduced this and one way this happens is when the instance to be explained has a categorical value that is not represented in the training data. I...
MWE as below. Explanation: In the MWE below we simulate a situation where the example to be explained has a categorical variable with a valid category but one that is...
Changing priority to low as #710 now surfaces a warning and any fixes to upstream are out of our hands.