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. 2019 Jan 16;42(1):147–156. doi: 10.1007/s40264-018-0763-y

Table 6.

Contribution of features for the relation extraction model using a hold-out set of 176 documents

Features Precision Recall F1
Entities between candidates 28.4 35.4 31.5
Candidate entities 42.7 72.8 53.9
Surface 74.6 66.2 70.2
Candidate entities + other entities between 81.6 90.4 85.8
All features 91.7 91.2 91.4