Upload Italian PII detection model OpenMed-PII-Italian-BioClinicalBERT-Base-110M-v1
11a61ab
verified
| Classification Report for Italian PII Detection | |
| Model: emilyalsentzer/Bio_ClinicalBERT | |
| ============================================================ | |
| precision recall f1-score support | |
| ACCOUNTNAME 0.99 1.00 0.99 281 | |
| AGE 0.96 0.98 0.97 338 | |
| AMOUNT 0.96 0.95 0.96 116 | |
| BANKACCOUNT 0.99 1.00 1.00 305 | |
| BIC 0.97 0.83 0.90 77 | |
| BITCOINADDRESS 0.90 1.00 0.95 273 | |
| BUILDINGNUMBER 0.90 0.89 0.89 346 | |
| CITY 0.83 0.78 0.80 280 | |
| COUNTY 0.94 0.95 0.95 327 | |
| CREDITCARD 0.82 0.63 0.72 302 | |
| CREDITCARDISSUER 0.99 0.99 0.99 146 | |
| CURRENCY 0.62 0.86 0.72 187 | |
| CURRENCYCODE 0.79 0.66 0.72 85 | |
| CURRENCYNAME 0.25 0.02 0.04 97 | |
| CURRENCYSYMBOL 0.95 0.96 0.95 308 | |
| CVV 0.96 0.92 0.94 97 | |
| DATE 0.67 0.87 0.76 423 | |
| DATEOFBIRTH 0.69 0.50 0.58 327 | |
| EMAIL 1.00 1.00 1.00 423 | |
| ETHEREUMADDRESS 1.00 1.00 1.00 168 | |
| EYECOLOR 0.98 0.99 0.99 108 | |
| FIRSTNAME 0.91 0.92 0.92 1623 | |
| GENDER 0.97 0.99 0.98 302 | |
| GPSCOORDINATES 1.00 1.00 1.00 223 | |
| HEIGHT 0.98 0.99 0.98 126 | |
| IBAN 0.97 1.00 0.99 230 | |
| IMEI 1.00 1.00 1.00 215 | |
| IPADDRESS 1.00 1.00 1.00 783 | |
| JOBDEPARTMENT 0.94 0.98 0.96 327 | |
| JOBTITLE 0.98 1.00 0.99 279 | |
| LASTNAME 0.88 0.90 0.89 441 | |
| LITECOINADDRESS 1.00 0.61 0.76 83 | |
| MACADDRESS 0.99 0.99 0.99 114 | |
| MASKEDNUMBER 0.60 0.80 0.69 209 | |
| MIDDLENAME 0.79 0.86 0.83 310 | |
| OCCUPATION 0.98 0.99 0.99 323 | |
| ORDINALDIRECTION 1.00 1.00 1.00 152 | |
| ORGANIZATION 0.97 1.00 0.98 271 | |
| PASSWORD 0.95 0.99 0.97 286 | |
| PHONE 1.00 0.99 1.00 303 | |
| PIN 0.85 0.93 0.89 72 | |
| PREFIX 0.96 1.00 0.98 298 | |
| SECONDARYADDRESS 0.99 1.00 0.99 316 | |
| SEX 1.00 1.00 1.00 338 | |
| SSN 1.00 1.00 1.00 259 | |
| STATE 0.81 0.89 0.85 294 | |
| STREET 0.94 0.97 0.96 332 | |
| TIME 0.95 0.99 0.97 296 | |
| URL 1.00 1.00 1.00 244 | |
| USERAGENT 0.99 1.00 0.99 233 | |
| USERNAME 0.96 0.99 0.97 332 | |
| VIN 1.00 1.00 1.00 84 | |
| VRM 0.97 0.99 0.98 98 | |
| ZIPCODE 0.89 0.91 0.90 264 | |
| micro avg 0.92 0.93 0.93 15074 | |
| macro avg 0.92 0.92 0.91 15074 | |
| weighted avg 0.92 0.93 0.92 15074 | |