Surprisingly, CoCQA exhibits comparable performance of F1=0.685 with only 200 labeled examples are used, compared to the F1=0.695 for Supervised with all 800 labeled training examples on this feature set.
cocQA is able to achieve comparable performance to supervised SVM with only one quarter of the labeled training data.