Upload Italian PII detection model OpenMed-PII-Italian-ClinicalLongformer-Base-149M-v1
2c664f6 verified | Classification Report for Italian PII Detection | |
| Model: yikuan8/Clinical-Longformer | |
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| precision recall f1-score support | |
| ACCOUNTNAME 0.99 1.00 0.99 282 | |
| AGE 0.97 0.99 0.98 338 | |
| AMOUNT 1.00 0.92 0.96 116 | |
| BANKACCOUNT 0.98 1.00 0.99 306 | |
| BIC 1.00 0.99 0.99 77 | |
| BITCOINADDRESS 0.91 0.99 0.95 273 | |
| BUILDINGNUMBER 0.92 0.94 0.93 346 | |
| CITY 0.97 0.94 0.95 280 | |
| COUNTY 0.97 0.99 0.98 327 | |
| CREDITCARD 0.78 0.81 0.79 302 | |
| CREDITCARDISSUER 1.00 1.00 1.00 146 | |
| CURRENCY 0.64 0.97 0.77 187 | |
| CURRENCYCODE 0.89 0.91 0.90 85 | |
| CURRENCYNAME 0.25 0.01 0.02 97 | |
| CURRENCYSYMBOL 0.96 0.97 0.97 308 | |
| CVV 0.96 0.97 0.96 97 | |
| DATE 0.68 0.95 0.80 423 | |
| DATEOFBIRTH 0.86 0.43 0.58 327 | |
| EMAIL 1.00 1.00 1.00 423 | |
| ETHEREUMADDRESS 1.00 1.00 1.00 168 | |
| EYECOLOR 0.98 1.00 0.99 108 | |
| FIRSTNAME 0.97 0.96 0.97 1623 | |
| GENDER 0.99 1.00 1.00 302 | |
| GPSCOORDINATES 1.00 1.00 1.00 223 | |
| HEIGHT 0.98 1.00 0.99 126 | |
| IBAN 1.00 1.00 1.00 230 | |
| IMEI 1.00 1.00 1.00 215 | |
| IPADDRESS 1.00 1.00 1.00 783 | |
| JOBDEPARTMENT 0.99 0.99 0.99 327 | |
| JOBTITLE 0.99 0.99 0.99 279 | |
| LASTNAME 0.96 0.94 0.95 441 | |
| LITECOINADDRESS 0.97 0.69 0.80 83 | |
| MACADDRESS 0.99 1.00 1.00 114 | |
| MASKEDNUMBER 0.71 0.66 0.68 209 | |
| MIDDLENAME 0.86 0.93 0.89 310 | |
| OCCUPATION 0.99 1.00 0.99 323 | |
| ORDINALDIRECTION 1.00 1.00 1.00 152 | |
| ORGANIZATION 0.99 1.00 0.99 271 | |
| PASSWORD 1.00 1.00 1.00 286 | |
| PHONE 1.00 0.99 1.00 303 | |
| PIN 0.93 0.88 0.90 72 | |
| PREFIX 0.97 1.00 0.99 298 | |
| SECONDARYADDRESS 0.99 1.00 1.00 316 | |
| SEX 1.00 1.00 1.00 338 | |
| SSN 0.99 1.00 1.00 259 | |
| STATE 0.96 0.99 0.97 294 | |
| STREET 0.97 0.98 0.98 332 | |
| TIME 0.96 1.00 0.98 296 | |
| URL 1.00 1.00 1.00 244 | |
| USERAGENT 1.00 1.00 1.00 233 | |
| USERNAME 0.99 0.99 0.99 332 | |
| VIN 0.99 1.00 0.99 84 | |
| VRM 0.98 1.00 0.99 98 | |
| ZIPCODE 0.94 0.92 0.93 264 | |
| micro avg 0.95 0.95 0.95 15076 | |
| macro avg 0.94 0.94 0.93 15076 | |
| weighted avg 0.95 0.95 0.95 15076 | |