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 |