File size: 3,512 Bytes
a9d07a1 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 |
Classification Report for Italian PII Detection
Model: answerdotai/ModernBERT-large
============================================================
precision recall f1-score support
ACCOUNTNAME 0.99 1.00 1.00 282
AGE 0.99 0.99 0.99 338
AMOUNT 0.98 0.99 0.99 116
BANKACCOUNT 1.00 1.00 1.00 306
BIC 1.00 1.00 1.00 77
BITCOINADDRESS 0.93 0.99 0.96 273
BUILDINGNUMBER 0.93 0.91 0.92 346
CITY 0.96 0.91 0.93 280
COUNTY 0.98 1.00 0.99 327
CREDITCARD 0.84 0.89 0.86 302
CREDITCARDISSUER 1.00 1.00 1.00 146
CURRENCY 0.68 0.82 0.74 187
CURRENCYCODE 0.98 0.96 0.97 85
CURRENCYNAME 0.46 0.36 0.40 97
CURRENCYSYMBOL 0.98 0.98 0.98 308
CVV 0.96 0.99 0.97 97
DATE 0.73 0.85 0.79 423
DATEOFBIRTH 0.73 0.65 0.68 327
EMAIL 1.00 1.00 1.00 423
ETHEREUMADDRESS 1.00 1.00 1.00 168
EYECOLOR 1.00 0.98 0.99 108
FIRSTNAME 0.97 0.97 0.97 1623
GENDER 0.99 0.99 0.99 302
GPSCOORDINATES 1.00 1.00 1.00 223
HEIGHT 0.99 0.99 0.99 126
IBAN 0.99 1.00 1.00 230
IMEI 1.00 1.00 1.00 215
IPADDRESS 1.00 1.00 1.00 783
JOBDEPARTMENT 0.99 0.98 0.98 327
JOBTITLE 0.99 1.00 0.99 279
LASTNAME 0.95 0.94 0.95 441
LITECOINADDRESS 0.93 0.76 0.83 83
MACADDRESS 0.99 0.98 0.99 114
MASKEDNUMBER 0.82 0.76 0.79 209
MIDDLENAME 0.90 0.96 0.93 310
OCCUPATION 1.00 0.99 1.00 323
ORDINALDIRECTION 1.00 1.00 1.00 152
ORGANIZATION 0.98 0.99 0.99 272
PASSWORD 0.99 0.98 0.98 286
PHONE 0.99 1.00 0.99 303
PIN 0.90 0.90 0.90 72
PREFIX 0.98 1.00 0.99 298
SECONDARYADDRESS 0.99 1.00 1.00 316
SEX 1.00 1.00 1.00 338
SSN 1.00 1.00 1.00 259
STATE 0.98 0.99 0.98 294
STREET 0.96 0.97 0.97 332
TIME 0.99 0.99 0.99 296
URL 1.00 1.00 1.00 244
USERAGENT 0.99 1.00 0.99 233
USERNAME 0.99 0.98 0.99 332
VIN 1.00 1.00 1.00 84
VRM 1.00 1.00 1.00 98
ZIPCODE 0.92 0.92 0.92 264
micro avg 0.95 0.96 0.96 15077
macro avg 0.95 0.95 0.95 15077
weighted avg 0.95 0.96 0.96 15077
|