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. 2021 Jul 14;12:11. doi: 10.1186/s13326-021-00244-2

Table 3.

Average of the weighted F1-scores on five fold cross-validation

Features Precision Recall F1-score
Words 0.716 0.732 0.719
+POS tags 0.73 0.738 0.731
+Dependency labels 0.743 0.746 0.743
+Entity labels (Predicted) 0.743 0.745 0.743
+Entity labels (Gold) 0.771 0.767 0.768

On an average, there are 5530 training instances and 1461 test instances