sassoftware / sassoftware/python-sasctl
Register model with categorical features
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question
- Dominant language
- Python
- Stars
- 52
- Forks
- 45
- Avg merge
- 23h 38m
- Merged PRs (30d)
- 2
Description
Hi,
I've managed to register a lightGBM model to Model Manager, however I'm unable to score with this model in SAS as categorical inputs are registered as decimal. I was working off the FleetManagement notebook but with HMEQ data. Is there a way to factor in these categorical features?
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Research direction
Reproduce the issue using the FleetManagement notebook with HMEQ data and the LightGBM model, then inspect how categorical inputs are represented during Model Manager registration and SAS scoring. Clarify the expected categorical type and verify that the registered model can score successfully with those inputs.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 20/100