Datasets:
PuxAI
/
PII_experiment

Dataset card Data Studio Files
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BITCOINADDRESS 0.7419 0.9079 0.8166 76
BUILDINGNUMBER 0.2500 0.6392 0.3594 97
CITY 0.3067 0.4650 0.3696 157
COMPANYNAME 0.5789 0.0362 0.0681 304
COUNTY 0.5960 0.5130 0.5514 115
CREDITCARDCVV 0.8558 0.8725 0.8641 102
CREDITCARDISSUER 0.0920 0.1270 0.1067 63
CREDITCARDNUMBER 0.5286 0.2102 0.3008 176
DATE 0.8372 0.9664 0.8972 149
DOB 1.0000 0.8986 0.9466 138
DRIVERLICENSENUM 0.2174 0.0282 0.0500 177
EMAIL 0.9700 0.9463 0.9580 205
ETHEREUMADDRESS 1.0000 0.6410 0.7813 195
EYECOLOR 0.9474 0.8911 0.9184 101
FIRSTNAME 0.5467 0.8025 0.6504 481
GENDER 0.9945 0.4918 0.6581 366
HEIGHT 0.6176 0.8400 0.7119 50
IBAN 0.7500 0.7748 0.7622 151
IPADDRESS 0.8251 0.8436 0.8343 358
JOBAREA 0.6098 0.1894 0.2890 132
JOBTYPE 0.8929 0.4505 0.5988 222
LASTNAME 0.3688 0.5694 0.4477 353
LITECOINADDRESS 0.9174 0.7986 0.8538 139
MASKEDNUMBER 0.0000 0.0000 0.0000 95
MIDDLENAME 0.4531 0.6444 0.5321 135
NEARBYGPSCOORDINATE 1.0000 0.4819 0.6504 83
ORDINALDIRECTION 0.6154 0.2000 0.3019 80
PASSPORTNUM 0.3030 0.1250 0.1770 160
PASSWORD 0.5312 0.1848 0.2742 92
PHONEIMEI 0.3978 0.3008 0.3426 123
PHONENUMBER 0.3434 0.7907 0.4789 129
PIN 0.7377 0.8911 0.8072 101
PREFIX 0.7864 0.7507 0.7681 353
SECONDARYADDRESS 0.8299 0.7093 0.7649 172
SSN/CCCD 0.3411 0.7458 0.4681 118
STATE 0.5425 0.6571 0.5943 175
STREET 0.5709 0.8777 0.6918 188
TAXNUM 0.3889 0.0761 0.1273 92
TIME 0.7523 0.7952 0.7731 210
URL 0.9903 0.7969 0.8831 128
USERNAME 0.1520 0.1844 0.1667 141
VEHICLEVIN 0.8779 0.9426 0.9091 122
VEHICLEVRM 0.7488 0.8708 0.8052 178
ZIPCODE 0.4449 0.8015 0.5722 131
CLASSIFICATION REPORT FOR: Only BERT
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OVERALL METRICS: Precision: 0.4855 | Recall: 0.5674 | F1-Score: 0.5233
================================================================================
Class Precision Recall F1-Score Support
ACCOUNTNAME 0.0000 0.0000 0.0000 210
ACCOUNTNUMBER 0.2101 0.5357 0.3018 140
AGE 0.9298 0.9138 0.9217 58
AMOUNT 0.3784 0.6597 0.4809 191
BIC 0.7831 0.8844 0.8307 147
BITCOINADDRESS 0.6106 0.9079 0.7302 76
BUILDINGNUMBER 0.2470 0.6392 0.3563 97
CITY 0.3067 0.4650 0.3696 157
COMPANYNAME 0.5789 0.0362 0.0681 304
COUNTY 0.5960 0.5130 0.5514 115
CREDITCARDCVV 0.8396 0.8725 0.8558 102
CREDITCARDISSUER 0.0842 0.1270 0.1013 63
CREDITCARDNUMBER 0.4118 0.1591 0.2295 176
DATE 0.7500 0.9262 0.8288 149
DOB 1.0000 0.9203 0.9585 138
DRIVERLICENSENUM 0.0000 0.0000 0.0000 177
EMAIL 0.9532 0.7951 0.8670 205
ETHEREUMADDRESS 0.8133 0.6923 0.7479 195
EYECOLOR 0.9474 0.8911 0.9184 101
FIRSTNAME 0.5467 0.8025 0.6504 481
GENDER 0.9945 0.4918 0.6581 366
HEIGHT 0.6176 0.8400 0.7119 50
IBAN 0.6311 0.5099 0.5641 151
IPADDRESS 0.7688 0.8268 0.7968 358
JOBAREA 0.5952 0.1894 0.2874 132
JOBTYPE 0.8850 0.4505 0.5970 222
LASTNAME 0.3711 0.5751 0.4511 353
LITECOINADDRESS 0.8741 0.8993 0.8865 139
MASKEDNUMBER 0.0000 0.0000 0.0000 95
MIDDLENAME 0.4531 0.6444 0.5321 135
NEARBYGPSCOORDINATE 0.0000 0.0000 0.0000 83
ORDINALDIRECTION 0.6154 0.2000 0.3019 80
PASSPORTNUM 0.0000 0.0000 0.0000 160
PASSWORD 0.5152 0.1848 0.2720 92
PHONEIMEI 0.2436 0.1545 0.1891 123
PHONENUMBER 0.2760 0.7829 0.4081 129
PIN 0.6569 0.8911 0.7563 101
PREFIX 0.7864 0.7507 0.7681 353
SECONDARYADDRESS 0.8299 0.7093 0.7649 172
SSN/CCCD 0.2914 0.7458 0.4190 118
STATE 0.5425 0.6571 0.5943 175
STREET 0.5709 0.8777 0.6918 188
TAXNUM 0.0000 0.0000 0.0000 92
TIME 0.7418 0.7524 0.7470 210
URL 0.6429 0.6328 0.6378 128
USERNAME 0.1469 0.1844 0.1635 141
VEHICLEVIN 0.8273 0.9426 0.8812 122
VEHICLEVRM 0.6453 0.7360 0.6877 178
ZIPCODE 0.3591 0.8168 0.4988 131
CLASSIFICATION REPORT (VIETNAMESE) FOR: BERT MULTILINGUAL + rulebase
================================================================================