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cynthiachan
/
finetune-roberta

Token Classification
Transformers
PyTorch
roberta
Generated from Trainer
Inference Endpoints
Model card Files Community
finetune-roberta
File size: 2,737 Bytes 
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{
    "epoch": 3.0,
    "eval_attackID_f1": 0.9622641509433962,
    "eval_attackID_number": 52,
    "eval_attackID_precision": 0.9444444444444444,
    "eval_attackID_recall": 0.9807692307692307,
    "eval_bitcoinAddr_f1": 0.8750000000000001,
    "eval_bitcoinAddr_number": 7,
    "eval_bitcoinAddr_precision": 0.7777777777777778,
    "eval_bitcoinAddr_recall": 1.0,
    "eval_cve_f1": 0.9465648854961831,
    "eval_cve_number": 63,
    "eval_cve_precision": 0.9117647058823529,
    "eval_cve_recall": 0.9841269841269841,
    "eval_defenderThreat_f1": 1.0,
    "eval_defenderThreat_number": 7,
    "eval_defenderThreat_precision": 1.0,
    "eval_defenderThreat_recall": 1.0,
    "eval_domain_f1": 0.951923076923077,
    "eval_domain_number": 206,
    "eval_domain_precision": 0.9428571428571428,
    "eval_domain_recall": 0.9611650485436893,
    "eval_email_f1": 0.923076923076923,
    "eval_email_number": 43,
    "eval_email_precision": 0.875,
    "eval_email_recall": 0.9767441860465116,
    "eval_filepath_f1": 0.9609374999999999,
    "eval_filepath_number": 1654,
    "eval_filepath_precision": 0.9551971326164874,
    "eval_filepath_recall": 0.9667472793228536,
    "eval_fingerprint_f1": 0.0,
    "eval_fingerprint_number": 2,
    "eval_fingerprint_precision": 0.0,
    "eval_fingerprint_recall": 0.0,
    "eval_hostname_f1": 0.9271523178807947,
    "eval_hostname_number": 144,
    "eval_hostname_precision": 0.8860759493670886,
    "eval_hostname_recall": 0.9722222222222222,
    "eval_ipv4_f1": 0.9913043478260869,
    "eval_ipv4_number": 171,
    "eval_ipv4_precision": 0.9827586206896551,
    "eval_ipv4_recall": 1.0,
    "eval_ipv6_f1": 0.7499999999999999,
    "eval_ipv6_number": 3,
    "eval_ipv6_precision": 0.6,
    "eval_ipv6_recall": 1.0,
    "eval_loss": 0.034229379147291183,
    "eval_md5_f1": 0.9858823529411764,
    "eval_md5_number": 421,
    "eval_md5_precision": 0.9766899766899767,
    "eval_md5_recall": 0.995249406175772,
    "eval_overall_accuracy": 0.9917167396544115,
    "eval_overall_f1": 0.962555720653789,
    "eval_overall_precision": 0.9509688784497945,
    "eval_overall_recall": 0.9744283995186522,
    "eval_runtime": 96.2693,
    "eval_samples": 13340,
    "eval_samples_per_second": 138.57,
    "eval_sha1_f1": 0.9361702127659575,
    "eval_sha1_number": 49,
    "eval_sha1_precision": 0.9777777777777777,
    "eval_sha1_recall": 0.8979591836734694,
    "eval_sha256_f1": 0.9692765113974233,
    "eval_sha256_number": 491,
    "eval_sha256_precision": 0.944015444015444,
    "eval_sha256_recall": 0.9959266802443992,
    "eval_steps_per_second": 17.326,
    "eval_uri_f1": 0.7777777777777778,
    "eval_uri_number": 11,
    "eval_uri_precision": 1.0,
    "eval_uri_recall": 0.6363636363636364
}