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Hello,
I found that the first example with the ExtraTreesClassifier() doesn't work:
_"ValueError: Shape of passed values is (30, 2), indices imply (30, 30)"_
It seems the library works for reg…
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Currently, the stacked bar plot is only usable with these `n_shapley_values_pos: dict` and `n_shapley_values_neg: dict` parameters. This is by now outdated and shoud be replaced with an `InteractionV…
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### Description
XGBoost and other types of models can actually provide information indicating the individual branch and feature importance in the tree leaves.
Inference in Elasticsearch can utilize…
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Hi,
I have a tree explanation object containing ".data", ".values" and ".base_values". If I extract the shapley values from this object for a single data row ("local" value), I get the shapley value…
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Thank you for this great package! I was trying to replicate what was proposed on the GitHub page, that is:
```
import xgboost
import shap
# train an XGBoost model
X, y = shap.datasets.boston()
…
ghost updated
2 months ago
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### Is this a unique feature?
- [X] I have checked "open" AND "closed" issues and this is not a duplicate
### Is your feature request related to a problem/unavailable functionality? Please describe.…
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Hello, could you please provide some guidelines on how to obtain SHAP values for a finetuned vision transformer for custom dataset?
I am finetuning a google/vit-base-patch16-224-in21k with a class…
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Hello authors, I have been paying attention to your paper recently, but I followed the steps of your scripts to reproduce the experiment of the Pet part, but found that the effect is not good, the vis…
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Will shapley interaction values be supported in the next release?
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It would be great if SHAP can support Asymmetric Shapley Values (ASV) as described in this [paper](https://arxiv.org/abs/1910.06358#:~:text=We%20introduce%20a%20less%20restrictive,be%20respected%20by%…