Average precision and AUROC update

[nikml]

• Adding average precision for realized performance and CBPE for binary classification
• Updating AUROC impementation for CBPE

[codecov]

Codecov Report

Attention: Patch coverage is 67.23301% with 135 lines in your changes are missing coverage. Please review.

Project coverage is 78.44%. Comparing base (17430fc) to head (e409897).
Report is 1 commits behind head on main.

Files	Patch %	Lines
...performance_estimation/confidence_based/metrics.py	63.76%	107 Missing and 26 partials ⚠️
...mance_calculation/metrics/binary_classification.py	92.30%	1 Missing and 1 partial ⚠️

Additional details and impacted files

@@            Coverage Diff             @@
##             main     #374      +/-   ##
==========================================
- Coverage   78.99%   78.44%   -0.55%     
==========================================
  Files         110      110              
  Lines        8273     8514     +241     
  Branches     1494     1514      +20     
==========================================
+ Hits         6535     6679     +144     
- Misses       1390     1472      +82     
- Partials      348      363      +15     

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