From: De-identifying Spanish medical texts - named entity recognition applied to radiology reports
Training set | Validation set | Test set | MEDDOCAN | |||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Precision | Recall | F1 | Precision | Recall | F1 | Precision | Recall | F1 | Precision | Recall | F1 | |
CAB | 99.43 | 96.54 | 97.96 | 98.28 | 93.98 | 96.08 | 92.54 | 74.49 | 82.52 | 4.76 | 33.33 | 8.33 |
DIR | 100 | 100 | 100 | 94.28 | 63.96 | 76.01 | 87.79 | 74.77 | 61.46 | 43.15 | 4.47 | 8.01 |
FECHA | 100 | 100 | 100 | 98.54 | 99.04 | 98.78 | 98.20 | 97.53 | 97.86 | 51.39 | 89.41 | 65.13 |
INST | 99.97 | 99.96 | 99.98 | 98.19 | 97.24 | 97.71 | 93.50 | 98.00 | 95.69 | 45.72 | 12.28 | 19.27 |
LOC | 100 | 100 | 100 | 76.64 | 54.66 | 63.80 | 61.04 | 26.85 | 36.79 | 7.19 | 0.32 | 0.59 |
NAME | 100 | 99.99 | 99.99 | 98.34 | 98.28 | 98.31 | 88.78 | 94.29 | 93.19 | 75.62 | 83.91 | 79.23 |
NUM | 100 | 100 | 100 | 97.81 | 95.65 | 96.72 | 95.11 | 87.56 | 91.18 | 68.50 | 60.32 | 63.99 |
99.87 | 99.28 | 99.58 | 98.06 | 96.10 | 97.08 | 93.23 | 89.39 | 91.31 | 65.63 | 55.37 | 59.98 |