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Table 7 Evaluation metrics obtained with spaCy model for each named entity

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