Datasets:
PuxAI
/
PII_experiment

Dataset card Data Studio Files
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OVERALL METRICS: Precision: 0.4923 | Recall: 0.5299 | F1-Score: 0.5104
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Class Precision Recall F1-Score Support
ACCOUNTNAME 0.2161 0.5447 0.3095 123
ACCOUNTNUMBER 0.0400 0.0069 0.0118 144
AGE 0.8333 0.6931 0.7568 101
AMOUNT 0.7667 0.7244 0.7449 127
BIC 0.7232 0.7431 0.7330 109
BITCOINADDRESS 0.8500 1.0000 0.9189 102
BUILDINGNUMBER 0.7667 0.9426 0.8456 122
CITY 0.4231 0.0468 0.0843 235
COMPANYNAME 0.4329 0.8397 0.5713 711
COUNTY 0.6987 0.4486 0.5464 243
CREDITCARDCVV 0.8889 1.0000 0.9412 56
CREDITCARDISSUER 0.7280 0.5723 0.6408 159
CREDITCARDNUMBER 0.4845 0.4434 0.4631 106
DATE 0.5314 0.9306 0.6765 173
DOB 0.0000 0.0000 0.0000 74
DRIVERLICENSENUM 0.5909 0.2766 0.3768 94
EMAIL 0.9533 1.0000 0.9761 245
ETHEREUMADDRESS 0.7273 0.8525 0.7849 122
EYECOLOR 0.8125 0.6842 0.7429 76
FIRSTNAME 0.2246 0.3651 0.2781 1397
GENDER 0.4340 0.1292 0.1991 178
HEIGHT 0.8156 1.0000 0.8984 115
IBAN 0.9881 0.7477 0.8513 111
IPV4 0.0000 0.0000 0.0000 127
IPV6 1.0000 0.6588 0.7943 85
JOBAREA 0.4648 0.3143 0.3750 105
JOBTYPE 0.6984 0.4835 0.5714 182
LASTNAME 0.3245 0.4188 0.3657 764
LITECOINADDRESS 0.9459 0.3608 0.5224 97
MASKEDNUMBER 0.1444 0.2097 0.1711 62
MIDDLENAME 0.3350 0.4280 0.3759 764
NEARBYGPSCOORDINATE 0.7353 1.0000 0.8475 100
ORDINALDIRECTION 0.5618 0.5000 0.5291 100
PASSPORTNUM 0.6000 0.0323 0.0612 93
PASSWORD 0.5853 0.9478 0.7236 134
PHONEIMEI 0.4151 0.1630 0.2340 135
PHONENUMBER 0.4004 1.0000 0.5718 203
PIN 0.9796 0.9114 0.9443 158
PREFIX 0.9049 0.4488 0.6000 2883
SECONDARYADDRESS 0.5591 0.9111 0.6930 135
SEX 0.2941 0.5405 0.3810 148
SSN/CCCD 0.0000 0.0000 0.0000 85
STATE 0.3886 0.5395 0.4518 152
STREET 0.5000 0.7521 0.6007 117
TAXNUM 0.0000 0.0000 0.0000 110
TIME 0.4901 0.9371 0.6436 159
URL 0.8472 1.0000 0.9173 122
USERNAME 0.6218 0.6452 0.6332 186
VEHICLEVIN 0.9889 0.9889 0.9889 90
VEHICLEVRM 0.4300 1.0000 0.6014 86
ZIPCODE 0.6026 0.6528 0.6267 72
CLASSIFICATION REPORT (VIETNAMESE) FOR: BERT MULTILINGUAL
================================================================================
OVERALL METRICS: Precision: 0.4758 | Recall: 0.5151 | F1-Score: 0.4947
================================================================================
Class Precision Recall F1-Score Support
ACCOUNTNAME 0.2161 0.5447 0.3095 123
ACCOUNTNUMBER 0.0000 0.0000 0.0000 144
AGE 0.8333 0.6931 0.7568 101
AMOUNT 0.4500 0.2126 0.2888 127
BIC 0.8485 0.5138 0.6400 109
BITCOINADDRESS 0.8031 1.0000 0.8908 102
BUILDINGNUMBER 0.7667 0.9426 0.8456 122
CITY 0.4231 0.0468 0.0843 235
COMPANYNAME 0.4326 0.8397 0.5710 711
COUNTY 0.6987 0.4486 0.5464 243
CREDITCARDCVV 0.8889 1.0000 0.9412 56
CREDITCARDISSUER 0.7222 0.5723 0.6386 159
CREDITCARDNUMBER 0.5085 0.2830 0.3636 106
DATE 0.5314 0.9306 0.6765 173
DOB 0.0000 0.0000 0.0000 74
DRIVERLICENSENUM 0.5417 0.2766 0.3662 94
EMAIL 0.9496 1.0000 0.9742 245
ETHEREUMADDRESS 0.5855 0.9262 0.7175 122
EYECOLOR 0.8125 0.6842 0.7429 76
FIRSTNAME 0.2240 0.3651 0.2776 1397
GENDER 0.4340 0.1292 0.1991 178
HEIGHT 0.8099 1.0000 0.8949 115
IBAN 0.9107 0.4595 0.6108 111
IPV4 0.0000 0.0000 0.0000 127
IPV6 0.0000 0.0000 0.0000 85
JOBAREA 0.4648 0.3143 0.3750 105
JOBTYPE 0.6984 0.4835 0.5714 182
LASTNAME 0.3236 0.4188 0.3651 764
LITECOINADDRESS 0.8493 0.6392 0.7294 97
MASKEDNUMBER 0.0784 0.1290 0.0976 62
MIDDLENAME 0.3388 0.4359 0.3812 764
NEARBYGPSCOORDINATE 0.6623 1.0000 0.7968 100
ORDINALDIRECTION 0.5618 0.5000 0.5291 100
PASSPORTNUM 0.6000 0.0323 0.0612 93
PASSWORD 0.5799 0.9478 0.7195 134
PHONEIMEI 0.1296 0.0519 0.0741 135
PHONENUMBER 0.3580 1.0000 0.5273 203
PIN 0.9664 0.9114 0.9381 158
PREFIX 0.9049 0.4488 0.6000 2883
SECONDARYADDRESS 0.5591 0.9111 0.6930 135
SEX 0.2941 0.5405 0.3810 148