"produce a ROC curve for the classifier you trained in lesson03."
In lesson03 they fitted a 3-class classifier. lesson04 fits a 2-class one and can thus introduce the ROC concept. So here people should figure out how to fit 3 one-vs-rest classifiers, like here? A case for #27 I guess.