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Table 2 Recognition of disease in sentences.

From: Assessment of disease named entity recognition on a corpus of annotated sentences

  Benchmark Diseases Annotated Diseases FP TP Recall Precision F-measure
D look-up 924 280 699 226 144 555 60.06 79.40 68.39
Statistical 924 280 937 309 317 620 67.10 66.17 66.63
MetaMap 924 280 590 192 95 495 53.57 83.90 65.39
Vote 1 924 280 1164 358 298 866 93.72 74.40 82.95
Vote 2 924 280 696 228 124 572 61.90 82.18 70.62
Vote 3 924 280 388 137 30 358 38.74 92.27 54.57
This table shows the total number of diseases in the benchmark (Benchmark), the number of distinct diseases (Diseases), the number of diseases annotated by the method and the number of unique diseases identified. Then we present the result on standard measures like precision and recall.
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