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roberta-base_ai4privacy_en

Token Classification
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PyTorch
roberta
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roberta-base_ai4privacy_en
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{
    "epoch": 5.0,
    "eval_ACCOUNTNAME_f1": 0.9898305084745762,
    "eval_ACCOUNTNUMBER_f1": 0.9896193771626298,
    "eval_AGE_f1": 0.8744769874476988,
    "eval_AMOUNT_f1": 0.8662838392124692,
    "eval_BIC_f1": 0.8781869688385269,
    "eval_BITCOINADDRESS_f1": 0.9414101290963257,
    "eval_BUILDINGNUMBER_f1": 0.8278529980657641,
    "eval_CITY_f1": 0.8312159709618875,
    "eval_COMPANYNAME_f1": 0.9433962264150944,
    "eval_COUNTY_f1": 0.927927927927928,
    "eval_CREDITCARDCVV_f1": 0.894736842105263,
    "eval_CREDITCARDISSUER_f1": 0.975517890772128,
    "eval_CREDITCARDNUMBER_f1": 0.8769953051643193,
    "eval_CURRENCYCODE_f1": 0.6397515527950312,
    "eval_CURRENCYNAME_f1": 0.2105263157894737,
    "eval_CURRENCYSYMBOL_f1": 0.9223205506391347,
    "eval_CURRENCY_f1": 0.6753246753246753,
    "eval_DATE_f1": 0.8275529865125241,
    "eval_DOB_f1": 0.5470297029702971,
    "eval_EMAIL_f1": 0.9840490797546012,
    "eval_ETHEREUMADDRESS_f1": 0.997229916897507,
    "eval_EYECOLOR_f1": 0.9027027027027027,
    "eval_FIRSTNAME_f1": 0.8696149447197865,
    "eval_GENDER_f1": 0.9626556016597512,
    "eval_HEIGHT_f1": 0.9811320754716981,
    "eval_IBAN_f1": 0.991172761664565,
    "eval_IPV4_f1": 0.8376963350785339,
    "eval_IPV6_f1": 0.7585004359197908,
    "eval_IP_f1": 0.012396694214876033,
    "eval_JOBAREA_f1": 0.8211508553654743,
    "eval_JOBTITLE_f1": 0.9833479404031551,
    "eval_JOBTYPE_f1": 0.911032028469751,
    "eval_LASTNAME_f1": 0.8304904051172707,
    "eval_LITECOINADDRESS_f1": 0.8793103448275862,
    "eval_MAC_f1": 0.9956521739130435,
    "eval_MASKEDNUMBER_f1": 0.8315151515151514,
    "eval_MIDDLENAME_f1": 0.944110060189166,
    "eval_NEARBYGPSCOORDINATE_f1": 0.996996996996997,
    "eval_ORDINALDIRECTION_f1": 0.9681528662420382,
    "eval_PASSWORD_f1": 0.9653882132834425,
    "eval_PHONEIMEI_f1": 0.9944289693593316,
    "eval_PHONENUMBER_f1": 0.9860064585575887,
    "eval_PIN_f1": 0.8150289017341039,
    "eval_PREFIX_f1": 0.930601454064772,
    "eval_SECONDARYADDRESS_f1": 0.9934640522875817,
    "eval_SEX_f1": 0.9721115537848605,
    "eval_SSN_f1": 0.9758576874205844,
    "eval_STATE_f1": 0.8817204301075269,
    "eval_STREET_f1": 0.826431718061674,
    "eval_TIME_f1": 0.948523206751055,
    "eval_URL_f1": 0.9936406995230525,
    "eval_USERAGENT_f1": 0.9976415094339622,
    "eval_USERNAME_f1": 0.9108433734939759,
    "eval_VEHICLEVIN_f1": 0.956772334293948,
    "eval_VEHICLEVRM_f1": 0.9238845144356956,
    "eval_ZIPCODE_f1": 0.8543478260869566,
    "eval_loss": 0.0961993858218193,
    "eval_overall_accuracy": 0.9623225928047634,
    "eval_overall_f1": 0.8889932619180954,
    "eval_overall_precision": 0.8739167495382867,
    "eval_overall_recall": 0.9045990956214846,
    "eval_runtime": 28.664,
    "eval_samples_per_second": 303.516,
    "eval_steps_per_second": 9.489
}