Structural features include information obtained from an XML-encoded parse tree generated for each question by NLPWin (Heidorn, 1999) -a natural language parser developed by the Natural Language Processing Group at Microsoft Research.
figure 1 shows the predictive performance of the decision trees built for two training sets: All5145 and Good4617.