PII_experiment / Ablation_Results /BERT_MULTILINGUAL_report.txt
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CLASSIFICATION REPORT FOR: BERT MULTILINGUAL
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OVERALL METRICS: Precision: 0.5559 | Recall: 0.6246 | F1-Score: 0.5883
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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
STREET 0.5954 0.9628 0.7358 188
TAXNUM 0.2500 0.1848 0.2125 92
TIME 0.7682 0.8048 0.7860 210
URL 0.6851 0.9688 0.8026 128
USERNAME 0.5338 0.5035 0.5182 141
VEHICLEVIN 0.9426 0.9426 0.9426 122
VEHICLEVRM 0.8056 0.6517 0.7205 178
ZIPCODE 0.4979 0.9008 0.6413 131