Table 4 Performance in i2b2 test data
From: Automated redaction of names in adverse event reports using transformer-based neural networks
Performance in i2b2 test data: | Tokens in i2b2 test data: | |||||
|---|---|---|---|---|---|---|
Training data | Precision | Recall | F1 | False positive rate | NAMES | NON-NAMES |
i2b2 | 98.7% | 97.7% | 98.2% | 0.018% | 4837 | 335,421 |
i2b2 + YC | 98.7% | 97.2% | 97.9% | 0.019% | 4837 | 335,421 |