linkedin / linkedin/FastTreeSHAP
xgboost version compatible with FastTreeSHAP
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- Dominant language
- Python
- Stars
- 566
- Forks
- 38
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Description
Can TreeExplainer process xgboost models trained using xgboost1.7 or higher? I got an UniCodeDecodeError while loading the model to TreeExplainer.
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by reproducing the UnicodeDecodeError when loading an xgboost 1.7-or-later model into TreeExplainer. Compare model loading behavior across the reported xgboost versions; done means the compatibility result is verified and the issue is either fixed or its supported-version limitation is clearly documented.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 30/100