Enable dropped_features for error analysis, data explorer and explainer, counterfactual and causal managers

[tongyu-microsoft]

This PR adds dropped_features and pass dropped_features to error analysis, data explorer and explainer managers if there is any.

GIF:
in the below regression example, we dropped ["s1", "s5"] features:

for counterfactual:

for causal:

Description

1. for error analysis, we display dropped_features, since feature importances are the correlation between the feature column and the error column, and any feature column can be computed.
2. for explainer, we hide dropped_features, since displaying dropped_features that aren't fed to the model doesn't make sense.
3. for data explorer, we still show the dropped_features.
4. for counterfactual, we hide the dropped_features.
5. for causal, we hide the dropped_features.

We will update the example notebooks, doc and add more tests in my next PR.

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.

[imatiach-msft]

approved with some nits

[codecov-commenter]

Codecov Report

Merging #1824 (e0b0110) into main (b733264) will increase coverage by 5.77%.
The diff coverage is 94.36%.

@@            Coverage Diff             @@
##             main    #1824      +/-   ##
==========================================
+ Coverage   82.82%   88.60%   +5.77%     
==========================================
  Files          55       96      +41     
  Lines        2935     5547    +2612     
==========================================
+ Hits         2431     4915    +2484     
- Misses        504      632     +128     

Flag	Coverage Δ
unittests	88.60% <94.36%> (+5.77%)	⬆️

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

Impacted Files	Coverage Δ
...sibleai/responsibleai/rai_insights/rai_insights.py	93.57% <93.02%> (ø)
...i/responsibleai/managers/error_analysis_manager.py	89.39% <95.45%> (ø)
...idgets/raiwidgets/responsibleai_dashboard_input.py	91.50% <100.00%> (+0.05%)	⬆️
...ibleai/responsibleai/managers/explainer_manager.py	89.55% <100.00%> (ø)
...leai/responsibleai/modelanalysis/model_analysis.py	94.64% <100.00%> (ø)
...onsibleai/responsibleai/managers/causal_manager.py	95.51% <0.00%> (ø)
...eai/responsibleai/managers/data_balance_manager.py	97.60% <0.00%> (ø)
...sibleai/responsibleai/_tools/shared/base_result.py	95.65% <0.00%> (ø)
responsibleai/responsibleai/_config/base_config.py	92.30% <0.00%> (ø)
... and 36 more

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[romanlutz]

Approving since these are all minor comments.

[romanlutz]

Will this go into mlwrappers eventually? @imatiach-msft
Note: this is not a blocker for this PR regardless of the answer.

[github-actions]

https://responsibleai.blob.core.windows.net/pullrequest/microsoft/responsible-ai-toolbox/tongy/droppedFeatures/dashboard/index.html