Builder Statistics outputs NaN
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- Dominant language
- Python
- Stars
- 17
- Forks
- 5
- PR merge metrics
- No merged PRs in 30d
Description
The builder.statistics prints out NaN in the weight field (w) if a descriptor is not selected for the final prediction.
Since NaNs are often associated with failed calculations, I would suggest to replace it with 0.0.
Contributor guide
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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 at the builder.statistics output path described in the issue and reproduce a prediction where a descriptor is not selected. Confirm that the weight field currently becomes NaN, then verify that the completed change reports 0.0 instead and does not alter selected descriptors' weights.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Bug
- Difficulty
- 2/5
- Estimated time
- 1-3 hours
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 45/100