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Demonstrate annotating structured metadata to classification functions #29
Merged
benedekrozemberczki
merged 18 commits into
AstraZeneca:main
from
cthoyt:structured-metric-metadata
Jan 3, 2022
Merged
Demonstrate annotating structured metadata to classification functions #29
benedekrozemberczki
merged 18 commits into
AstraZeneca:main
from
cthoyt:structured-metric-metadata
Jan 3, 2022
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cthoyt
commented
Dec 8, 2021
Codecov Report
@@ Coverage Diff @@
## main #29 +/- ##
==========================================
+ Coverage 99.74% 99.76% +0.01%
==========================================
Files 16 16
Lines 781 847 +66
==========================================
+ Hits 779 845 +66
Misses 2 2
Continue to review full report at Codecov.
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This will make it easier to use a registry pattern in the future (i.e., to auto-group things, like what's being done manually in the MetricSets)
cthoyt
commented
Dec 11, 2021
cthoyt
commented
Dec 11, 2021
7C02
Thank you @cthoyt! |
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Summary
This PR demonstrates a potential solution to #28 in a pilot applied to classification metrics. It could be extended in a future pull request to other branches of the package.
Changes
annotate
decorator that adds some structured information to classification functionsFuture
Before finalizing this PR, I had also used the
annotate
function to make a registry of functions. This could be used to make the generation/maintenance of the ClassificationMetricSet much easier, but I'd save that for a different PR.