Table 8 Cross-validation results on NCBI and SciERC datasets.
From: A diffusion enhanced CRF and BiLSTM framework for accurate entity recognition
Dataset | k | Precision Mean (%) | Recall Mean (%) | F1 Mean (%) |
|---|---|---|---|---|
NCBI | 3 | 84.25 | 79.87 | 80.49 |
NCBI | 7 | 84.27 | 79.88 | 80.50 |
SciERC | 2 | 66.82 | 60.23 | 60.03 |
SciERC | 3 | 66.82 | 60.23 | 60.03 |
Dataset | k | Precision Variance | Recall Variance | F1 Variance |
|---|---|---|---|---|
NCBI | 3 | 2.94 | 5.98 | 2.47 |
NCBI | 7 | 6.24 | 7.02 | 3.94 |
SciERC | 2 | 1.37 | 0.76 | 0.03 |
SciERC | 3 | 4.99 | 4.38 | 2.49 |
