linkedin / linkedin/FastTreeSHAP
Support for RandomForestQuantileRegressor
Open
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 566
- Forks
- 38
- PR merge metrics
- No merged PRs in 30d
Description
In my thesis, I tried to use FastTreeSHAP to explain [RandomForestQuantileRegressor ](https://github.com/zillow/quantile-forest), i get the following error:
_Exception: Model type not yet supported by TreeExplainer: _
For this reason, I have to drop using FastTreeSHAP which is sad.
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 reported TreeExplainer error with quantile_forest.RandomForestQuantileRegressor in FastTreeSHAP. Trace how supported tree models are recognized, then verify that this model can be explained without the reported unsupported-model exception.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100