8000 Ensure estimators pass check_estimator with default parameters? · Issue #9050 · scikit-learn/scikit-learn · GitHub
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Ensure estimators pass check_estimator with default parameters? #9050
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@amueller

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@amueller

Apart from the hard-coded estimators in the common tests, we also set some parameters, ostensibly for faster tests.
But some estimators don't pass the tests with default parameters. I just ran into BaggingClassifier that has inconsistent predict_log_proba (which is mostly inf).
We should either make the tests more robust or the estimators.

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