The parameter y_pred was deprecated in RocCurveDisplay.from_predictions and replaced by y_score. Although the y_pred parameter in DetCurveDisplay.from_predictions has an identical docstring (except for details about the name change), it was not renamed.

It seems to me that both signatures should match in that regard.

I'm not sure if it applies to other binary display parameters, but this relates to #30717.