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CLASSIFICATION REPORT (VIETNAMESE) FOR: BERT MULTILINGUAL |
================================================================================ |
OVERALL METRICS: Precision: 0.4995 | Recall: 0.5178 | F1-Score: 0.5085 |
================================================================================ |
Class Precision Recall F1-Score Support |
ACCOUNTNAME 0.2891 0.4959 0.3653 123 |
ACCOUNTNUMBER 0.0000 0.0000 0.0000 144 |
AGE 0.9692 0.6238 0.7590 101 |
AMOUNT 0.3611 0.1024 0.1595 127 |
BIC 0.8293 0.6239 0.7120 109 |
BITCOINADDRESS 0.8947 1.0000 0.9444 102 |
BUILDINGNUMBER 0.8345 0.9508 0.8889 122 |
CITY 0.3929 0.0468 0.0837 235 |
COMPANYNAME 0.4097 0.8748 0.5581 711 |
COUNTY 0.6707 0.4609 0.5463 243 |
CREDITCARDCVV 0.9825 1.0000 0.9912 56 |
CREDITCARDISSUER 0.6720 0.5283 0.5915 159 |
CREDITCARDNUMBER 0.5208 0.2358 0.3247 106 |
DATE 0.5413 0.9480 0.6891 173 |
DOB 0.0000 0.0000 0.0000 74 |
DRIVERLICENSENUM 0.6842 0.1383 0.2301 94 |
EMAIL 0.9459 1.0000 0.9722 245 |
ETHEREUMADDRESS 0.7448 0.8852 0.8090 122 |
EYECOLOR 0.8750 0.6447 0.7424 76 |
FIRSTNAME 0.2603 0.4009 0.3157 1397 |
GENDER 0.4500 0.1517 0.2269 178 |
HEIGHT 0.8042 1.0000 0.8915 115 |
IBAN 0.5663 0.4234 0.4845 111 |
IPV4 0.0000 0.0000 0.0000 127 |
IPV6 0.0000 0.0000 0.0000 85 |
JOBAREA 0.5769 0.2857 0.3822 105 |
JOBTYPE 0.7398 0.5000 0.5967 182 |
LASTNAME 0.4322 0.5301 0.4762 764 |
LITECOINADDRESS 0.9531 0.6289 0.7578 97 |
MASKEDNUMBER 0.1667 0.3226 0.2198 62 |
MIDDLENAME 0.3465 0.4254 0.3819 764 |
NEARBYGPSCOORDINATE 0.6667 1.0000 0.8000 100 |
ORDINALDIRECTION 0.4286 0.2100 0.2819 100 |
PASSPORTNUM 1.0000 0.0323 0.0625 93 |
PASSWORD 0.6809 0.9552 0.7950 134 |
PHONEIMEI 0.1493 0.0741 0.0990 135 |
PHONENUMBER 0.3587 1.0000 0.5280 203 |
PIN 0.9931 0.9114 0.9505 158 |
PREFIX 0.9292 0.4419 0.5990 2883 |
SECONDARYADDRESS 0.5391 0.9185 0.6795 135 |
SEX 0.2910 0.5270 0.3750 148 |
SSN/CCCD 0.0000 0.0000 0.0000 85 |
STATE 0.3718 0.5724 0.4508 152 |
STREET 0.4920 0.7863 0.6053 117 |
TAXNUM 0.0000 0.0000 0.0000 110 |
TIME 0.5354 0.6667 0.5938 159 |
URL 0.7552 0.8852 0.8151 122 |
USERNAME 0.7778 0.6398 0.7021 186 |
VEHICLEVIN 0.9670 0.9778 0.9724 90 |
VEHICLEVRM 0.4300 1.0000 0.6014 86 |
ZIPCODE 0.4206 0.6250 0.5028 72 |
CLASSIFICATION REPORT (VIETNAMESE) FOR: BERT MULTILINGUAL + rulebase |
================================================================================ |
OVERALL METRICS: Precision: 0.5175 | Recall: 0.5349 | F1-Score: 0.5261 |
================================================================================ |
Class Precision Recall F1-Score Support |
ACCOUNTNAME 0.2891 0.4959 0.3653 123 |
ACCOUNTNUMBER 0.1304 0.0208 0.0359 144 |
AGE 0.9692 0.6238 0.7590 101 |
AMOUNT 0.8182 0.7087 0.7595 127 |
BIC 0.7321 0.7523 0.7421 109 |
BITCOINADDRESS 0.9623 1.0000 0.9808 102 |
BUILDINGNUMBER 0.8345 0.9508 0.8889 122 |
CITY 0.3929 0.0468 0.0837 235 |
COMPANYNAME 0.4100 0.8748 0.5583 711 |
COUNTY 0.6707 0.4609 0.5463 243 |
CREDITCARDCVV 0.9825 1.0000 0.9912 56 |
CREDITCARDISSUER 0.6829 0.5283 0.5957 159 |
CREDITCARDNUMBER 0.4842 0.4340 0.4577 106 |
DATE 0.5413 0.9480 0.6891 173 |
DOB 0.0000 0.0000 0.0000 74 |
DRIVERLICENSENUM 0.6667 0.1277 0.2143 94 |
EMAIL 0.9533 1.0000 0.9761 245 |
ETHEREUMADDRESS 0.8750 0.8607 0.8678 122 |
EYECOLOR 0.8750 0.6447 0.7424 76 |
FIRSTNAME 0.2614 0.4009 0.3165 1397 |
GENDER 0.4500 0.1517 0.2269 178 |
HEIGHT 0.8042 1.0000 0.8915 115 |
IBAN 0.8125 0.7027 0.7536 111 |
IPV4 0.0000 0.0000 0.0000 127 |
IPV6 1.0000 0.4000 0.5714 85 |
JOBAREA 0.5769 0.2857 0.3822 105 |
JOBTYPE 0.7398 0.5000 0.5967 182 |
LASTNAME 0.4332 0.5301 0.4768 764 |
LITECOINADDRESS 1.0000 0.5876 0.7403 97 |
MASKEDNUMBER 0.2212 0.3710 0.2771 62 |
MIDDLENAME 0.3405 0.4136 0.3735 764 |
NEARBYGPSCOORDINATE 0.7353 1.0000 0.8475 100 |
ORDINALDIRECTION 0.4286 0.2100 0.2819 100 |
PASSPORTNUM 1.0000 0.0323 0.0625 93 |
PASSWORD 0.6845 0.9552 0.7975 134 |
PHONEIMEI 0.4364 0.1778 0.2526 135 |
PHONENUMBER 0.3926 1.0000 0.5639 203 |
PIN 1.0000 0.9114 0.9536 158 |
PREFIX 0.9292 0.4419 0.5990 2883 |
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