Upload German PII detection model OpenMed-PII-German-ClinicalLongformer-Base-149M-v1
7f4248d verified | Classification Report for German PII Detection | |
| Model: yikuan8/Clinical-Longformer | |
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| precision recall f1-score support | |
| ACCOUNTNAME 1.00 1.00 1.00 286 | |
| AGE 0.96 0.98 0.97 363 | |
| AMOUNT 0.98 0.95 0.96 127 | |
| BANKACCOUNT 0.98 1.00 0.99 303 | |
| BIC 0.99 1.00 0.99 76 | |
| BITCOINADDRESS 0.93 1.00 0.96 295 | |
| BUILDINGNUMBER 0.95 0.88 0.91 363 | |
| CITY 0.96 0.92 0.94 303 | |
| COUNTY 0.97 1.00 0.99 335 | |
| CREDITCARD 0.63 0.82 0.71 294 | |
| CREDITCARDISSUER 1.00 1.00 1.00 166 | |
| CURRENCY 0.71 0.96 0.82 213 | |
| CURRENCYCODE 0.87 0.91 0.89 75 | |
| CURRENCYNAME 0.00 0.00 0.00 78 | |
| CURRENCYSYMBOL 0.93 0.97 0.95 317 | |
| CVV 0.88 0.98 0.93 86 | |
| DATE 0.70 0.96 0.81 453 | |
| DATEOFBIRTH 0.89 0.47 0.61 348 | |
| EMAIL 1.00 1.00 1.00 449 | |
| ETHEREUMADDRESS 1.00 1.00 1.00 190 | |
| EYECOLOR 0.98 1.00 0.99 117 | |
| FIRSTNAME 0.97 0.96 0.97 1701 | |
| GENDER 0.99 0.99 0.99 312 | |
| GPSCOORDINATES 1.00 1.00 1.00 217 | |
| HEIGHT 0.98 1.00 0.99 110 | |
| IBAN 0.99 1.00 0.99 265 | |
| IMEI 1.00 1.00 1.00 249 | |
| IPADDRESS 1.00 1.00 1.00 779 | |
| JOBDEPARTMENT 0.97 1.00 0.99 330 | |
| JOBTITLE 1.00 1.00 1.00 333 | |
| LASTNAME 0.95 0.95 0.95 509 | |
| LITECOINADDRESS 0.98 0.69 0.81 75 | |
| MACADDRESS 1.00 1.00 1.00 123 | |
| MASKEDNUMBER 0.65 0.42 0.51 242 | |
| MIDDLENAME 0.86 0.93 0.90 330 | |
| OCCUPATION 0.96 1.00 0.98 344 | |
| ORDINALDIRECTION 1.00 1.00 1.00 141 | |
| ORGANIZATION 1.00 1.00 1.00 292 | |
| PASSWORD 1.00 1.00 1.00 303 | |
| PHONE 1.00 1.00 1.00 300 | |
| PIN 0.93 0.81 0.86 79 | |
| PREFIX 0.95 0.97 0.96 343 | |
| SECONDARYADDRESS 1.00 1.00 1.00 327 | |
| SEX 1.00 1.00 1.00 328 | |
| SSN 1.00 1.00 1.00 287 | |
| STATE 0.96 0.99 0.97 334 | |
| STREET 0.96 0.99 0.97 350 | |
| TIME 0.97 0.97 0.97 306 | |
| URL 1.00 1.00 1.00 288 | |
| USERAGENT 1.00 1.00 1.00 267 | |
| USERNAME 1.00 1.00 1.00 294 | |
| VIN 1.00 0.99 0.99 94 | |
| VRM 0.99 1.00 0.99 97 | |
| ZIPCODE 0.89 0.97 0.93 297 | |
| micro avg 0.95 0.95 0.95 15883 | |
| macro avg 0.93 0.93 0.93 15883 | |
| weighted avg 0.94 0.95 0.94 15883 | |