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 | 98.29 | 97.94 | 98.11 | 96.03 | 94.92 | 95.47 | 83.69 | 75.76 | 79.53 | 13.33 | 33.33 | 19.05 |
DIR | 100 | 100 | 100 | 93.49 | 95.00 | 94.22 | 90.91 | 90.91 | 90.91 | 0.00 | 0.00 | 0.00 |
FECHA | 99.74 | 99.64 | 99.69 | 98.93 | 99.20 | 99.07 | 96.65 | 94.83 | 95.74 | 74.95 | 86.34 | 80.20 |
INST | 98.96 | 98.96 | 98.96 | 95.73 | 95.72 | 95.73 | 96.08 | 96.08 | 96.08 | 11.11 | 0.67 | 1.26 |
LOC | 100 | 89.45 | 94.42 | 94.35 | 87.88 | 90.99 | 92.58 | 55.55 | 69.41 | 0.00 | 0.00 | 0.00 |
NAME | 98.99 | 99.15 | 99.07 | 98.97 | 98.24 | 98.60 | 94.78 | 95.13 | 94.95 | 61.62 | 77.39 | 68.59 |
NUM | 99.39 | 99.91 | 99.65 | 99.34 | 98.69 | 99.01 | 96.65 | 97.66 | 97.15 | 56.93 | 68.28 | 62.05 |
99.05 | 98.96 | 99.01 | 98.00 | 97.34 | 97.67 | 94.20 | 91.10 | 92.62 | 62.35 | 56.11 | 59.07 |