Comments (4)
Citation for circle data:
Minku, Leandro L. “Datasets.” Leandro L. Minku's Lab Open Source / Data, https://www.cs.bham.ac.uk/~minkull/open-source.html.
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Drafted (untested, uncompared) menelaus.tools.artifacts.make_example_data
that duplicates behavior of make_example_data.R
on the 38-data-scripts branch.
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-
Also updated the pertaining subset of
examples/
and fixed a bug inmake_example_batch_data
. The final piece should just be comparing withexample_data.csv
/make_example_data.R
. -
Afterwards it may make sense to have one combined README.md with sectioned descriptions for any data 'set' added, and to do other cleanup of outdated files as needed.
Also updated path references to the Circle dataset, even though it's left alive for now.
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Just observing mean/std of PyJust observing mean/std of Python vs. R, columns 'a' -> 'j' look right to me, with the exception of column c in 2012:
for 2012 python: (53525.76, 46588.06) and r: (7005.77, 2499.59)
The drift
labels and confidence values align, and the category labels TBD
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Related Issues (20)
- Switch ADWINOutcome name back, and update the README table for ADWIN as change detector/concept drift detector HOT 1
- Do we need a generic "unreportable" state?
- Move datasets to generation/download/optional
- Ensemble example that shows simple univariate detector without column selector; and multiple univariate detectors *with* column selectors? HOT 1
- Dummy out unused fields in validation.
- Handling Categorical Data / Validation: switching from np.ndarray -> pd.DataFrame HOT 4
- Implementation for DetectA
- Example Normal Data
- Design synthetic drift utilities HOT 2
- Synthetic noise injection for drift detector parameter selection HOT 7
- Add NN-DVI to README table HOT 1
- Interface to `failingloudly` injection methods?
- Comprehensive Example for Drift Injection Methods HOT 2
- Add a convenience function for listing status of each detector in ensembles HOT 2
- Convert injection functions into callable classes for testing
- `flake8` command hanging? HOT 1
- Add Fundamental Feature Manipulation `Injector`s
- Placeholder Generalization Issue for Automators HOT 1
- Fix __version__ attribute HOT 1
- Fix drift labels in make_example_batch_data (?)
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