Here, what kinds of corpora the regression method requires in the modern machine learning context has not been clarified because of the lack of previous work in machine learning regression.
our empirical results, shown in Section 8, suggest that the two sets of difficult and easy training data will not be sufficient, and machine learning regression requires texts labeled with scores for different levels.