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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.