We will see that the success of such classifiers are strongly correlated with the quality of the underlying machine translation system.
given a corpus consisting of both machine-translated English text (English being the target language) and native English text (not necessarily the reference translation of the machine-translated text), we measure the accuracy of the system in classifying the sentences in the corpus as machine-translated or not.