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Table 3 Evaluation at the level of concept recognition

From: OGER++: hybrid multi-type entity recognition

Entity type Precision Recall F1
OG OG + Dist OG + Joint OG OG + Dist OG + Joint OG OG + Dist OG \(+\) Joint
All 0.32 0.51 0.650 0.52 0.49 0.503 0.40 0.50 0.567
Chemicals 0.28 0.59 0.601 0.61 0.57 0.568 0.39 0.58 0.584
Cells 0.88 0.87 0.878 0.72 0.66 0.713 0.79 0.75 0.787
BPMFs 0.35 0.72 0.634 0.19 0.17 0.178 0.25 0.27 0.278
Cellular components 0.49 0.87 0.930 0.59 0.56 0.581 0.54 0.68 0.716
Organisms 0.16 0.49 0.486 0.71 0.70 0.709 0.26 0.58 0.577
Proteins 0.45 0.84 0.788 0.83 0.74 0.799 0.59 0.79 0.794
Sequences 0.27 0.59 0.561 0.53 0.51 0.516 0.36 0.54 0.537