Upload Italian PII detection model OpenMed-PII-Italian-ClinicDischarge-Base-110M-v1
afb3957 verified | Classification Report for Italian PII Detection | |
| Model: emilyalsentzer/Bio_Discharge_Summary_BERT | |
| ============================================================ | |
| precision recall f1-score support | |
| ACCOUNTNAME 0.99 1.00 1.00 281 | |
| AGE 0.97 0.99 0.98 338 | |
| AMOUNT 0.97 0.91 0.94 116 | |
| BANKACCOUNT 0.99 1.00 1.00 305 | |
| BIC 0.96 0.88 0.92 77 | |
| BITCOINADDRESS 0.90 1.00 0.95 273 | |
| BUILDINGNUMBER 0.90 0.86 0.88 346 | |
| CITY 0.91 0.80 0.85 280 | |
| COUNTY 0.93 0.99 0.96 327 | |
| CREDITCARD 0.75 0.77 0.76 302 | |
| CREDITCARDISSUER 0.98 1.00 0.99 146 | |
| CURRENCY 0.63 0.86 0.72 187 | |
| CURRENCYCODE 0.75 0.74 0.75 85 | |
| CURRENCYNAME 0.00 0.00 0.00 97 | |
| CURRENCYSYMBOL 0.93 0.94 0.94 308 | |
| CVV 0.96 0.91 0.93 97 | |
| DATE 0.68 0.86 0.75 423 | |
| DATEOFBIRTH 0.70 0.52 0.59 327 | |
| EMAIL 1.00 1.00 1.00 423 | |
| ETHEREUMADDRESS 1.00 1.00 1.00 168 | |
| EYECOLOR 0.96 0.98 0.97 108 | |
| FIRSTNAME 0.93 0.92 0.92 1623 | |
| GENDER 0.97 1.00 0.99 302 | |
| GPSCOORDINATES 1.00 1.00 1.00 223 | |
| HEIGHT 0.97 0.99 0.98 126 | |
| IBAN 0.97 1.00 0.98 230 | |
| IMEI 1.00 1.00 1.00 215 | |
| IPADDRESS 1.00 1.00 1.00 783 | |
| JOBDEPARTMENT 0.94 0.97 0.95 327 | |
| JOBTITLE 0.98 1.00 0.99 279 | |
| LASTNAME 0.89 0.90 0.89 441 | |
| LITECOINADDRESS 1.00 0.61 0.76 83 | |
| MACADDRESS 0.99 1.00 1.00 114 | |
| MASKEDNUMBER 0.66 0.64 0.65 209 | |
| MIDDLENAME 0.80 0.92 0.86 310 | |
| OCCUPATION 0.98 0.99 0.99 323 | |
| ORDINALDIRECTION 1.00 1.00 1.00 152 | |
| ORGANIZATION 0.97 1.00 0.99 271 | |
| PASSWORD 0.97 0.99 0.98 286 | |
| PHONE 1.00 1.00 1.00 303 | |
| PIN 0.86 0.92 0.89 72 | |
| PREFIX 0.97 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 0.87 0.94 0.90 294 | |
| STREET 0.96 0.98 0.97 332 | |
| TIME 0.97 0.99 0.98 296 | |
| URL 1.00 1.00 1.00 244 | |
| USERAGENT 1.00 1.00 1.00 233 | |
| USERNAME 0.97 0.99 0.98 332 | |
| VIN 0.99 1.00 0.99 84 | |
| VRM 0.98 0.99 0.98 98 | |
| ZIPCODE 0.86 0.93 0.89 264 | |
| micro avg 0.93 0.94 0.93 15074 | |
| macro avg 0.91 0.92 0.91 15074 | |
| weighted avg 0.92 0.94 0.93 15074 | |