Using CausalAnalysis for multiclass classification
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Description
Hi, thanks for the great library for causal inference. I was trying to implement CausalAnalysis for the multiclass classification problem but it says "AssertionError: Multiclass classification isn't supported". Is there any alternative way so we can perform causal inference on multiclass classification problems?
Thanks.
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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 locating the CausalAnalysis implementation and the assertion that rejects multiclass classification. Read how the current classification path represents outcomes and treatments, then determine whether an alternative supported workflow exists or whether multiclass support requires a design change. Done means documenting the supported approach or defining and validating the required behavior.
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Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100