ai4privacy/TokenBased-BERT/classification_report.json

{
  "AGE": {
    "precision": 0.9836,
    "recall": 1.0,
    "f1-score": 0.9917,
    "support": 60
  },
  "BUILDINGNUM": {
    "precision": 0.9811,
    "recall": 0.972,
    "f1-score": 0.9765,
    "support": 107
  },
  "CITY": {
    "precision": 0.9852,
    "recall": 0.9852,
    "f1-score": 0.9852,
    "support": 203
  },
  "CREDITCARDNUMBER": {
    "precision": 1.0,
    "recall": 1.0,
    "f1-score": 1.0,
    "support": 27
  },
  "DATE": {
    "precision": 0.9935,
    "recall": 1.0,
    "f1-score": 0.9967,
    "support": 153
  },
  "DRIVERLICENSENUM": {
    "precision": 1.0,
    "recall": 0.7143,
    "f1-score": 0.8333,
    "support": 21
  },
  "EMAIL": {
    "precision": 1.0,
    "recall": 1.0,
    "f1-score": 1.0,
    "support": 112
  },
  "GENDER": {
    "precision": 1.0,
    "recall": 0.9857,
    "f1-score": 0.9928,
    "support": 70
  },
  "GIVENNAME": {
    "precision": 0.9791,
    "recall": 0.9929,
    "f1-score": 0.986,
    "support": 850
  },
  "IDCARDNUM": {
    "precision": 0.9596,
    "recall": 0.9694,
    "f1-score": 0.9645,
    "support": 98
  },
  "PASSPORTNUM": {
    "precision": 0.9318,
    "recall": 1.0,
    "f1-score": 0.9647,
    "support": 41
  },
  "SOCIALNUM": {
    "precision": 0.8286,
    "recall": 1.0,
    "f1-score": 0.9062,
    "support": 29
  },
  "STREET": {
    "precision": 0.9911,
    "recall": 0.9823,
    "f1-score": 0.9867,
    "support": 113
  },
  "SURNAME": {
    "precision": 0.952,
    "recall": 0.9109,
    "f1-score": 0.931,
    "support": 348
  },
  "TAXNUM": {
    "precision": 1.0,
    "recall": 0.8333,
    "f1-score": 0.9091,
    "support": 24
  },
  "TELEPHONENUM": {
    "precision": 0.9935,
    "recall": 1.0,
    "f1-score": 0.9967,
    "support": 153
  },
  "TIME": {
    "precision": 1.0,
    "recall": 1.0,
    "f1-score": 1.0,
    "support": 144
  },
  "TITLE": {
    "precision": 0.9916,
    "recall": 0.9916,
    "f1-score": 0.9916,
    "support": 119
  },
  "ZIPCODE": {
    "precision": 0.9615,
    "recall": 0.9804,
    "f1-score": 0.9709,
    "support": 51
  },
  "OVERALL_MICRO": {
    "precision": 0.9783,
    "recall": 0.9776,
    "f1-score": 0.978,
    "support": 2723
  },
  "OVERALL_MACRO": {
    "precision": 0.9754,
    "recall": 0.9641,
    "f1-score": 0.9676,
    "support": 2723
  },
  "OVERALL_WEIGHTED": {
    "precision": 0.9786,
    "recall": 0.9776,
    "f1-score": 0.9777,
    "support": 2723
  }
}