415 documentation for winkler interval score

[LacombeLouis]

Description

Add description for all the metrics.

Fixes #415

Please remove options that are irrelevant.

• This change requires a documentation update

Checklist

• I have read the contributing guidelines
• I have updated the HISTORY.rst and AUTHORS.rst files
• Linting passes successfully : make lint
• Typing passes successfully : make type-check
• Unit tests pass successfully : make tests
• Coverage is 100% : make coverage
• Documentation builds successfully : make doc

[thibaultcordier]

Wow, this detailed page explaining MAPIE metrics is awesome. Thank you so much for listing everything here.

I've commented on the style and a question about the equations being too similar.

[thibaultcordier]

Incorrect image scale (distorted).

[LacombeLouis]

done

[thibaultcordier]

Thank you for your changes. I just need to add a few harmonised changes. At the same time, I can't see your changes in the documentation (bug because there are a lot of builds / a lot of commits). I suggest you make a single commit for all the suggested changes with the "Add suggestion to batch" option in GitHub.

[thibaultcordier]

Add line breaks, and it will be perfect.

[thibaultcordier]

Simply add a line break to the format and you're done.

[codecov-commenter]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 100.00%. Comparing base (614293e) to head (9dcca60).
Report is 375 commits behind head on master.

Additional details and impacted files

@@            Coverage Diff             @@
##            master      #444    +/-   ##
==========================================
  Coverage   100.00%   100.00%            
==========================================
  Files           39        41     +2     
  Lines         4616      4803   +187     
  Branches       487       363   -124     
==========================================
+ Hits          4616      4803   +187     

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