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NannyML / nannyml

nannyml: post-deployment data science in python
https://www.nannyml.com/
Apache License 2.0
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Make prediction column optional for performance estimation / calculation. #380

Closed nnansters closed 6 months ago

nnansters commented 6 months ago

This PR makes the y_pred column name optional for realised and estimated performance calculators in binary classification problem types.

When no y_pred column is given, only AUROC and average precision are allowed as metric values.

codecov[bot] commented 6 months ago

Codecov Report

Attention: Patch coverage is 95.83333% with 1 lines in your changes are missing coverage. Please review.

Project coverage is 78.58%. Comparing base (e98cab9) to head (b6d8bdf).

Files Patch % Lines
nannyml/performance_calculation/calculator.py 87.50% 1 Missing :warning:
Additional details and impacted files ```diff @@ Coverage Diff @@ ## main #380 +/- ## ========================================== + Coverage 78.41% 78.58% +0.16% ========================================== Files 110 110 Lines 8520 8540 +20 Branches 1514 1522 +8 ========================================== + Hits 6681 6711 +30 + Misses 1476 1465 -11 - Partials 363 364 +1 ```

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