Tuto chen xu

[tmorzade]

Description

Add the tuto from the paper of Kim and all including boxplot of width and coverage scores for a series of trial
Detect a bug id classification example

"""
Extension error:
Here is a summary of the problems encountered when running the examples

Unexpected failing examples:
/data/MAPIE/examples/classification/plot_digits_classification.py failed leaving traceback:
Traceback (most recent call last):
File "/data/MAPIE/examples/classification/plot_digits_classification.py", line 167, in
disp1 = metrics.ConfusionMatrixDisplay.from_predictions(
AttributeError: type object 'ConfusionMatrixDisplay' has no attribute 'from_predictions'
"""

• New feature (non-breaking change which adds functionality)
  New example plt_kim_2020.py

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

[codecov-commenter]

Codecov Report

Merging #115 (007f7ab) into master (27e7b68) will not change coverage.
The diff coverage is 100.00%.

@@            Coverage Diff            @@
##            master      #115   +/-   ##
=========================================
  Coverage   100.00%   100.00%           
=========================================
  Files           16        16           
  Lines         1122      1142   +20     
  Branches        93        99    +6     
=========================================
+ Hits          1122      1142   +20     

Impacted Files	Coverage Δ
mapie/subsample.py	100.00% <ø> (ø)
mapie/metrics.py	100.00% <100.00%> (ø)
mapie/tests/test_metrics.py	100.00% <100.00%> (ø)

---

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[gmartinonQM]

Thanks again !

[gmartinonQM]

Thanks!