|
{ |
|
"epoch": 7.0, |
|
"eval_ACCOUNTNAME_f1": 1.0, |
|
"eval_ACCOUNTNUMBER_f1": 1.0, |
|
"eval_AGE_f1": 0.9950900163666121, |
|
"eval_AMOUNT_f1": 1.0, |
|
"eval_BIC_f1": 1.0, |
|
"eval_BITCOINADDRESS_f1": 0.9914893617021276, |
|
"eval_BUILDINGNUMBER_f1": 0.9969230769230769, |
|
"eval_CITY_f1": 1.0, |
|
"eval_COMPANYNAME_f1": 1.0, |
|
"eval_COUNTY_f1": 0.9984871406959154, |
|
"eval_CREDITCARDCVV_f1": 0.983050847457627, |
|
"eval_CREDITCARDISSUER_f1": 0.9964412811387899, |
|
"eval_CREDITCARDNUMBER_f1": 0.9888776541961577, |
|
"eval_CURRENCYCODE_f1": 0.9948717948717948, |
|
"eval_CURRENCYNAME_f1": 0.9266409266409266, |
|
"eval_CURRENCYSYMBOL_f1": 0.9984301412872841, |
|
"eval_CURRENCY_f1": 0.9678456591639871, |
|
"eval_DATE_f1": 0.9895348837209303, |
|
"eval_DOB_f1": 0.9774266365688488, |
|
"eval_EMAIL_f1": 0.9775840597758406, |
|
"eval_ETHEREUMADDRESS_f1": 1.0, |
|
"eval_EYECOLOR_f1": 1.0, |
|
"eval_FIRSTNAME_f1": 1.0, |
|
"eval_GENDER_f1": 0.9976470588235293, |
|
"eval_HEIGHT_f1": 1.0, |
|
"eval_IBAN_f1": 1.0, |
|
"eval_IPV4_f1": 0.8359511343804538, |
|
"eval_IPV6_f1": 0.9796672828096117, |
|
"eval_IP_f1": 0.7367055771725033, |
|
"eval_JOBAREA_f1": 0.9666666666666667, |
|
"eval_JOBTITLE_f1": 1.0, |
|
"eval_JOBTYPE_f1": 1.0, |
|
"eval_LASTNAME_f1": 1.0, |
|
"eval_LITECOINADDRESS_f1": 0.9687500000000001, |
|
"eval_MAC_f1": 1.0, |
|
"eval_MASKEDNUMBER_f1": 0.9886506935687264, |
|
"eval_MIDDLENAME_f1": 0.9583333333333334, |
|
"eval_NEARBYGPSCOORDINATE_f1": 1.0, |
|
"eval_ORDINALDIRECTION_f1": 0.8571428571428571, |
|
"eval_PASSWORD_f1": 0.9949443882709808, |
|
"eval_PHONEIMEI_f1": 0.9960578186596584, |
|
"eval_PHONENUMBER_f1": 0.9837837837837837, |
|
"eval_PIN_f1": 0.996282527881041, |
|
"eval_PREFIX_f1": 0.9948979591836735, |
|
"eval_SECONDARYADDRESS_f1": 1.0, |
|
"eval_SEX_f1": 1.0, |
|
"eval_SSN_f1": 0.9938195302843017, |
|
"eval_STATE_f1": 1.0, |
|
"eval_STREET_f1": 0.9989350372736955, |
|
"eval_TIME_f1": 0.9958275382475661, |
|
"eval_URL_f1": 1.0, |
|
"eval_USERAGENT_f1": 1.0, |
|
"eval_USERNAME_f1": 1.0, |
|
"eval_VEHICLEVIN_f1": 1.0, |
|
"eval_VEHICLEVRM_f1": 0.9929411764705881, |
|
"eval_ZIPCODE_f1": 0.9966101694915254, |
|
"eval_loss": 0.010100801475346088, |
|
"eval_overall_accuracy": 0.9964507236388698, |
|
"eval_overall_f1": 0.9844485166658412, |
|
"eval_overall_precision": 0.9818226722647567, |
|
"eval_overall_recall": 0.987088444157521, |
|
"eval_runtime": 37.4037, |
|
"eval_samples": 8557, |
|
"eval_samples_per_second": 228.774, |
|
"eval_steps_per_second": 14.303 |
|
} |