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"Receiver Operating Characteristic" is a correct and usable term in written English.
You can use it when referring to the performance of a predictive model in terms of its true positive and false positive rates. For example, "The Receiver Operating Characteristic curve of the predictive model showed a good accuracy rate."
Exact(58)
Receiver operating characteristic test.
Receiver Operating Characteristic (ROC).
ROC = receiver operating characteristic.
ROC, receiver operating characteristic graph.
hierarchical summary receiver operating characteristic.
A receiver operating characteristic curve.
Boltzmann enhanced discrimination of receiver operating characteristic.
area under the receiver operating characteristic curve.
Boltzmann-enhanced discrimination receiver operating characteristic.
Similar(2)
Figure 2 Receiver-operating characteristic (ROC) curve.
were calculated by the receiver-operating characteristic curves (ROC).
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Since I tried Ludwig back in 2017, I have been constantly using it in both editing and translation. Ever since, I suggest it to my translators at ProSciEditing.

Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com