Average 10-fold cross-validation accuracy, F1 score, and hamming loss for multiple problem transformation methods and the RF-based model for (A) EC 1 subclass classification, (B) EC 2 subclass classification, (C) EC 3 subclass classification, (D) EC 4 subclass classification, (E) EC 5 subclass classification. and (F) EC 6 subclass classification.