Table 6 Results of KoBERT-NER on non-radiology notes
Training level | Large 1 (32,000) | Large 2 (31,884) | ||||
|---|---|---|---|---|---|---|
Precision | Recall | F1 Score | Precision | Recall | F1 Score | |
DAT | 0.52 | 1.00 | 0.69 | 0.52 | 1.00 | 0.69 |
PER | 0.93 | 0.55 | 0.68 | 1.00 | 0.93 | 0.96 |
ORG | 0.57 | 1.00 | 0.73 | 1.00 | 1.00 | 1.00 |
NUM | 0.0 | 0.0 | 0.0 | 1.00 | 1.00 | 1.00 |
LOC | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 | 1.00 |
ETC | 1.00 | 0.37 | 0.63 | 0.95 | 0.95 | 0.95 |
Total | 0.78 | 0.56 | 0.62 | 0.91 | 0.96 | 0.93 |