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iamSamurai
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privacy-filter-nigeria

Token Classification
PEFT
Safetensors
English
privacy
pii
lora
nigeria
privacy-filter
Eval Results (legacy)
Model card Files
xet
 Community
privacy-filter-nigeria
File size: 2,725 Bytes
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{
  "empty_gold": {
    "examples": 56,
    "examples_with_predictions": 3,
    "false_positive_example_rate": 0.05357142857142857,
    "predicted_spans": 3
  },
  "loss": 0.0386785322199922,
  "per_label_typed_span": {
    "account_number": {
      "f1": 0.9852941176470589,
      "fn": 1,
      "fp": 1,
      "precision": 0.9852941176470589,
      "recall": 0.9852941176470589,
      "tp": 67
    },
    "private_address": {
      "f1": 1.0,
      "fn": 0,
      "fp": 0,
      "precision": 1.0,
      "recall": 1.0,
      "tp": 65
    },
    "private_bvn": {
      "f1": 0.9666666666666667,
      "fn": 3,
      "fp": 1,
      "precision": 0.9830508474576272,
      "recall": 0.9508196721311475,
      "tp": 58
    },
    "private_date": {
      "f1": 1.0,
      "fn": 0,
      "fp": 0,
      "precision": 1.0,
      "recall": 1.0,
      "tp": 46
    },
    "private_drivers_license_number": {
      "f1": 0.8421052631578947,
      "fn": 4,
      "fp": 5,
      "precision": 0.8275862068965517,
      "recall": 0.8571428571428571,
      "tp": 24
    },
    "private_email": {
      "f1": 1.0,
      "fn": 0,
      "fp": 0,
      "precision": 1.0,
      "recall": 1.0,
      "tp": 81
    },
    "private_nin": {
      "f1": 0.92,
      "fn": 4,
      "fp": 4,
      "precision": 0.92,
      "recall": 0.92,
      "tp": 46
    },
    "private_passport_number": {
      "f1": 0.9685534591194969,
      "fn": 2,
      "fp": 3,
      "precision": 0.9625,
      "recall": 0.9746835443037974,
      "tp": 77
    },
    "private_person": {
      "f1": 0.995850622406639,
      "fn": 0,
      "fp": 1,
      "precision": 0.9917355371900827,
      "recall": 1.0,
      "tp": 120
    },
    "private_phone": {
      "f1": 0.9931972789115647,
      "fn": 0,
      "fp": 1,
      "precision": 0.9864864864864865,
      "recall": 1.0,
      "tp": 73
    },
    "private_url": {
      "f1": 1.0,
      "fn": 0,
      "fp": 0,
      "precision": 1.0,
      "recall": 1.0,
      "tp": 40
    },
    "private_voters_card_number": {
      "f1": 0.9615384615384615,
      "fn": 0,
      "fp": 2,
      "precision": 0.9259259259259259,
      "recall": 1.0,
      "tp": 25
    },
    "secret": {
      "f1": 0.8941176470588236,
      "fn": 2,
      "fp": 7,
      "precision": 0.8444444444444444,
      "recall": 0.95,
      "tp": 38
    }
  },
  "token_accuracy": 0.9955288528713148,
  "token_total": 14314,
  "typed_span": {
    "f1": 0.9737347853939783,
    "fn": 16,
    "fp": 25,
    "precision": 0.9681528662420382,
    "recall": 0.979381443298969,
    "tp": 760
  },
  "untyped_span": {
    "f1": 0.9788597053171044,
    "fn": 12,
    "fp": 21,
    "precision": 0.9732484076433121,
    "recall": 0.9845360824742269,
    "tp": 764
  }
}