skore is a Python open-source library designed to help data scientists apply recommended practices and avoid common methodological pitfalls in scikit-learn.
Super easy to get the Classification report:
It enables you to compare several skore estimator reports on the same test data, as in a benchmark of estimators. This saves you lines of code and computing time!
They have implemendet a new feature_importance accessor in the EstimatorReport that enables you to perform model inspection by using feature importance. This saves you lines of code!
Beispiel:
