These instances with 24 non-binary features carry the positive class label if the sentence is uncertain.
the classifier is the decision tree IGtree as implemented in tiMBL (version 6.2) 5 , a fast heuristic approximation of knn, that makes a heuristic approximation of nearest neighbor search by a top down traversal of the tree.