Datasets:
PuxAI
/
PII_experiment

Dataset card Data Studio Files
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CLASSIFICATION REPORT FOR: BERT MULTILINGUAL + rulebase
================================================================================
OVERALL METRICS: Precision: 0.5896 | Recall: 0.6488 | F1-Score: 0.6178
================================================================================
Class Precision Recall F1-Score Support
ACCOUNTNAME 0.7030 0.6762 0.6893 210
ACCOUNTNUMBER 0.4231 0.1571 0.2292 140
AGE 0.9500 0.9828 0.9661 58
AMOUNT 0.7418 0.8272 0.7822 191
BIC 0.8148 0.8980 0.8544 147
BITCOINADDRESS 0.7170 1.0000 0.8352 76
BUILDINGNUMBER 0.3276 0.9794 0.4910 97
CITY 0.3930 0.6433 0.4879 157
COMPANYNAME 0.4898 0.5526 0.5193 304
COUNTY 0.9592 0.4087 0.5732 115
CREDITCARDCVV 0.9107 1.0000 0.9533 102
CREDITCARDISSUER 0.6667 0.3175 0.4301 63
CREDITCARDNUMBER 0.6269 0.2386 0.3457 176
DATE 0.4530 0.9060 0.6040 149
DOB 0.0000 0.0000 0.0000 138
DRIVERLICENSENUM 0.4545 0.7062 0.5531 177
EMAIL 0.9848 0.9512 0.9677 205
ETHEREUMADDRESS 0.7047 0.6974 0.7010 195
EYECOLOR 1.0000 0.8614 0.9255 101
FIRSTNAME 0.4501 0.8898 0.5978 481
GENDER 0.9555 0.6448 0.7700 366
HEIGHT 0.6410 1.0000 0.7813 50
IBAN 0.9431 0.7682 0.8467 151
IPADDRESS 1.0000 0.3380 0.5052 358
JOBAREA 0.8750 0.3712 0.5213 132
JOBTYPE 0.5714 0.0901 0.1556 222
LASTNAME 0.4503 0.6034 0.5157 353
LITECOINADDRESS 0.9818 0.3885 0.5567 139
MASKEDNUMBER 0.4779 0.5684 0.5192 95
MIDDLENAME 0.5714 0.6815 0.6216 135
NEARBYGPSCOORDINATE 0.7043 0.9759 0.8182 83
ORDINALDIRECTION 0.8108 0.3750 0.5128 80
PASSPORTNUM 0.4658 0.4250 0.4444 160
PASSWORD 0.7639 0.5978 0.6707 92
PHONEIMEI 0.8837 0.3089 0.4578 123
PHONENUMBER 0.3201 0.7519 0.4491 129
PIN 0.7217 0.8218 0.7685 101
PREFIX 0.8276 0.8839 0.8548 353
SECONDARYADDRESS 0.9437 0.8779 0.9096 172
SSN/CCCD 0.0000 0.0000 0.0000 118
STATE 0.5495 0.5714 0.5602 175
STREET 0.5954 0.9628 0.7358 188
TAXNUM 0.2436 0.2065 0.2235 92
TIME 0.7415 0.8333 0.7848 210
URL 0.7826 0.9844 0.8720 128
USERNAME 0.5635 0.5035 0.5318 141
VEHICLEVIN 0.9504 0.9426 0.9465 122
VEHICLEVRM 0.8718 0.7640 0.8144 178
ZIPCODE 0.6243 0.9008 0.7375 131
CLASSIFICATION REPORT FOR: BERT MULTILINGUAL
================================================================================
OVERALL METRICS: Precision: 0.5559 | Recall: 0.6246 | F1-Score: 0.5883
================================================================================
Class Precision Recall F1-Score Support
ACCOUNTNAME 0.6961 0.6762 0.6860 210
ACCOUNTNUMBER 0.3750 0.1500 0.2143 140
AGE 0.9500 0.9828 0.9661 58
AMOUNT 0.6620 0.7487 0.7027 191
BIC 0.9318 0.8367 0.8817 147
BITCOINADDRESS 0.4368 1.0000 0.6080 76
BUILDINGNUMBER 0.3199 0.9794 0.4822 97
CITY 0.3930 0.6433 0.4879 157
COMPANYNAME 0.4913 0.5592 0.5231 304
COUNTY 0.9592 0.4087 0.5732 115
CREDITCARDCVV 0.8860 0.9902 0.9352 102
CREDITCARDISSUER 0.6667 0.3175 0.4301 63
CREDITCARDNUMBER 0.6000 0.1705 0.2655 176
DATE 0.4456 0.8792 0.5914 149
DOB 0.0000 0.0000 0.0000 138
DRIVERLICENSENUM 0.4252 0.7062 0.5308 177
EMAIL 0.9538 0.9073 0.9300 205
ETHEREUMADDRESS 0.5344 0.8359 0.6520 195
EYECOLOR 1.0000 0.8614 0.9255 101
FIRSTNAME 0.4491 0.8898 0.5969 481
GENDER 0.9440 0.6448 0.7662 366
HEIGHT 0.6410 1.0000 0.7813 50
IBAN 0.8485 0.5563 0.6720 151
IPADDRESS 0.0000 0.0000 0.0000 358
JOBAREA 0.8621 0.3788 0.5263 132
JOBTYPE 0.5714 0.0901 0.1556 222
LASTNAME 0.4475 0.6034 0.5139 353
LITECOINADDRESS 0.8020 0.5827 0.6750 139
MASKEDNUMBER 0.4122 0.5684 0.4779 95
MIDDLENAME 0.5644 0.6815 0.6174 135
NEARBYGPSCOORDINATE 0.6750 0.9759 0.7980 83
ORDINALDIRECTION 0.8108 0.3750 0.5128 80
PASSPORTNUM 0.6238 0.3937 0.4828 160
PASSWORD 0.7639 0.5978 0.6707 92
PHONEIMEI 0.6250 0.2033 0.3067 123
PHONENUMBER 0.2931 0.7519 0.4217 129
PIN 0.6694 0.8218 0.7378 101
PREFIX 0.8276 0.8839 0.8548 353
SECONDARYADDRESS 0.9437 0.8779 0.9096 172
SSN/CCCD 0.0000 0.0000 0.0000 118
STATE 0.5495 0.5714 0.5602 175