Comments (1)
Hi @angrymeir
yes, you're totally right, actually, I don't know why this "lower()ing" thing was added in the first place, I think it was added when this project was a prototype and was mostly used using the PySS3 Command Line Tool, to make things easier for the user while typing the category names.
But now, it makes no sense to automatically convert category names to lower case, it should be a user's decision not pyss3's. Once I finish working on Issue #5 I'll remove the lower()
as you suggest and make sure that it does not negatively affect other parts of the library before releasing the new version (0.6.0) which will fully support multilabel classification. Speaking of which, I've just finished adding multilabel support to the Evaluation.test()
(0a897dd), it now supports Hamming Loss metric along with all previous ones and also plots a binary confusion matrix for each possible label.
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Related Issues (20)
- Divison by 0 HOT 4
- Initialization of sanction function HOT 6
- Custom metrics for evaluation HOT 5
- Use evaluation and explanation as a standalone package? HOT 2
- Partial learn HOT 10
- Data loading issues while train HOT 4
- [joss] update the changelog HOT 1
- [joss] update entry site of the documentation HOT 1
- [joss] feature request: accessible utility to import a dataset HOT 4
- Error in Live_test HOT 5
- [joss] software paper comments HOT 1
- [JOSS] comments on the paper
- AttributeError: type object 'Dataset' has no attribute 'load_from_url' HOT 3
- AttributeError: type object 'Dataset' has no attribute 'load_from_url' HOT 3
- PYSS3 support for multi-class classification
- Custom preprocessing in Live Test HOT 8
- Multilabel Classification Evaluation HOT 14
- Multilabel Classification Dataset Loading HOT 4
- Multilabel Live Test HOT 3
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