Table 3.

Performance of machine learning system on four-topic classification

Class	Precision	Recall	F-measure
Information	0.933	0.925	0.929
Positive	0.757	0.8	0.778
Negative	0.879	0.879	0.879
VUS	1	0.958	0.979
Overall	0.901	0.899	0.9