| | --- |
| | license: apache-2.0 |
| | base_model: bert-base-cased |
| | tags: |
| | - PII |
| | - NER |
| | - Bert |
| | - Token Classification |
| | datasets: |
| | - generator |
| | metrics: |
| | - precision |
| | - recall |
| | - f1 |
| | - accuracy |
| | model-index: |
| | - name: pii_model |
| | results: |
| | - task: |
| | name: Token Classification |
| | type: token-classification |
| | dataset: |
| | name: generator |
| | type: generator |
| | config: default |
| | split: train |
| | args: default |
| | metrics: |
| | - name: Precision |
| | type: precision |
| | value: 0.954751 |
| | - name: Recall |
| | type: recall |
| | value: 0.965233 |
| | - name: F1 |
| | type: f1 |
| | value: 0.959964 |
| | - name: Accuracy |
| | type: accuracy |
| | value: 0.991199 |
| | pipeline_tag: token-classification |
| | language: |
| | - en |
| | --- |
| | |
| | <!-- This model card has been generated automatically according to the information the Trainer had access to. You |
| | should probably proofread and complete it, then remove this comment. --> |
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| | ## Model can Detect Following Entity Group |
| |
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| | - ACCOUNTNUMBER |
| | - FIRSTNAME |
| | - ACCOUNTNAME |
| | - PHONENUMBER |
| | - CREDITCARDCVV |
| | - CREDITCARDISSUER |
| | - PREFIX |
| | - LASTNAME |
| | - AMOUNT |
| | - DATE |
| | - DOB |
| | - COMPANYNAME |
| | - BUILDINGNUMBER |
| | - STREET |
| | - SECONDARYADDRESS |
| | - STATE |
| | - EMAIL |
| | - CITY |
| | - CREDITCARDNUMBER |
| | - SSN |
| | - URL |
| | - USERNAME |
| | - PASSWORD |
| | - COUNTY |
| | - PIN |
| | - MIDDLENAME |
| | - IBAN |
| | - GENDER |
| | - AGE |
| | - ZIPCODE |
| | - SEX |
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| | ### Framework versions |
| |
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| | - Transformers 4.38.2 |
| | - Pytorch 2.1.0+cu121 |
| | - Datasets 2.18.0 |
| | - Tokenizers 0.15.2 |
