add multilabel support to RAI dashboard and multilabel text classification covid events dataset

[imatiach-msft]

Description

add multilabel support to RAI dashboard and multilabel text classification covid events dataset

Screenshot of data analysis view with multiple labels:

Checklist

• I have added screenshots above for all UI changes.
• I have added e2e tests for all UI changes.
• Documentation was updated if it was needed.

[codecov-commenter]

Codecov Report

Merging #1811 (57bc23c) into main (4c34d81) will increase coverage by 30.38%.
The diff coverage is n/a.

❗ Current head 57bc23c differs from pull request most recent head 69d7553. Consider uploading reports for the commit 69d7553 to get more accurate results

@@             Coverage Diff             @@
##             main    #1811       +/-   ##
===========================================
+ Coverage   57.14%   87.53%   +30.38%     
===========================================
  Files           9       96       +87     
  Lines         133     5390     +5257     
===========================================
+ Hits           76     4718     +4642     
- Misses         57      672      +615     

Flag	Coverage Δ
unittests	87.53% <ø> (+30.38%)	⬆️

Flags with carried forward coverage won't be shown. Click here to find out more.

Impacted Files	Coverage Δ
..._core_flask/environments/databricks_environment.py	56.25% <0.00%> (ø)
...s/erroranalysis/_internal/error_report/__init__.py	100.00% <0.00%> (ø)
erroranalysis/erroranalysis/report/error_report.py	94.04% <0.00%> (ø)
responsibleai/responsibleai/_config/base_config.py	92.30% <0.00%> (ø)
...ponsibleai/databalanceanalysis/balance_measures.py	88.88% <0.00%> (ø)
raiwidgets/raiwidgets/responsibleai_dashboard.py	62.50% <0.00%> (ø)
raiwidgets/raiwidgets/error_analysis_constants.py	100.00% <0.00%> (ø)
raiutils/raiutils/dataset/__init__.py	100.00% <0.00%> (ø)
...sk/rai_core_flask/environments/base_environment.py	57.14% <0.00%> (ø)
...ibleai/_tools/causal/dashboard_schemas/__init__.py	100.00% <0.00%> (ø)
... and 77 more

Help us with your feedback. Take ten seconds to tell us how you rate us. Have a feature suggestion? Share it here.

[github-actions]

https://responsibleai.blob.core.windows.net/pullrequest/microsoft/responsible-ai-toolbox/ilmat/add-multilabel-text-vision-support/dashboard/index.html

[github-actions]

https://responsibleai.blob.core.windows.net/pullrequest/microsoft/responsible-ai-toolbox/ilmat/add-multilabel-text-vision-support/dashboard/index.html

[tongyu-microsoft]

Do we identify the prediction as incorrect when only some of the predictY are correct - when predictY is not exactly same as trueY?

[imatiach-msft]

"Do we identify the prediction as incorrect when only some of the predictY are correct - when predictY is not exactly same as trueY?"
great question! I think we should bring this up in the sync. Currently I do, but maybe there are finer controls we can add to look at specific labels.