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. 2013 Aug 21;29(22):2909–2917. doi: 10.1093/bioinformatics/btt474

Table 3.

Macro-averaged performance comparing the pLTR method against several baseline approaches, with the highest value in bold

Setup Precision Recall F-measure
NLM Lexical Normalization 0.213 0.718 0.316
MetaMap 0.510 0.702 0.559
Inference method 0.597 0.731 0.637
BANNER + Lucene 0.662 0.714 0.673
BANNER + cosine similarity 0.692 0.732 0.711
DNorm (BANNER + pLTR) 0.828 0.819 0.809