finetune-roberta / eval_results.json
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{
"epoch": 3.0,
"eval_attackID_f1": 0.9622641509433962,
"eval_attackID_number": 52,
"eval_attackID_precision": 0.9444444444444444,
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"eval_bitcoinAddr_f1": 0.8750000000000001,
"eval_bitcoinAddr_number": 7,
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"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,
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"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,
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"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
}