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. 2013 Dec 12;8(12):e81956. doi: 10.1371/journal.pone.0081956

Table 2. Results using the combination of different steps.

Method F-score Precision Recall TP FP FN
Prepro.+Exact 88.3% 88.2% 88.4% 694 93 91
Prepro.+Exact+Appro. 83.2% 75.5% 92.6% 726 236 58
Prepro.+Exact+Appro.+Filter 90.1% 88.1% 92.1% 723 98 62

Prepro. is short for pre-processing; Exact stands for Exact string match; Appro. means Approximate string matching and Filter is based on Wikipedia.