finetune-deberta / eval_results.json
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{
"epoch": 3.0,
"eval_attackID_f1": 1.0,
"eval_attackID_number": 52,
"eval_attackID_precision": 1.0,
"eval_attackID_recall": 1.0,
"eval_bitcoinAddr_f1": 0.7777777777777778,
"eval_bitcoinAddr_number": 7,
"eval_bitcoinAddr_precision": 0.6363636363636364,
"eval_bitcoinAddr_recall": 1.0,
"eval_cve_f1": 0.9767441860465117,
"eval_cve_number": 63,
"eval_cve_precision": 0.9545454545454546,
"eval_cve_recall": 1.0,
"eval_defenderThreat_f1": 1.0,
"eval_defenderThreat_number": 7,
"eval_defenderThreat_precision": 1.0,
"eval_defenderThreat_recall": 1.0,
"eval_domain_f1": 0.9806763285024154,
"eval_domain_number": 206,
"eval_domain_precision": 0.9759615384615384,
"eval_domain_recall": 0.9854368932038835,
"eval_email_f1": 0.9655172413793104,
"eval_email_number": 43,
"eval_email_precision": 0.9545454545454546,
"eval_email_recall": 0.9767441860465116,
"eval_filepath_f1": 0.9734459867229933,
"eval_filepath_number": 1654,
"eval_filepath_precision": 0.9716867469879518,
"eval_filepath_recall": 0.975211608222491,
"eval_fingerprint_f1": 0.0,
"eval_fingerprint_number": 2,
"eval_fingerprint_precision": 0.0,
"eval_fingerprint_recall": 0.0,
"eval_hostname_f1": 0.9523809523809524,
"eval_hostname_number": 144,
"eval_hostname_precision": 0.9333333333333333,
"eval_hostname_recall": 0.9722222222222222,
"eval_ipv4_f1": 1.0,
"eval_ipv4_number": 171,
"eval_ipv4_precision": 1.0,
"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": 0.03006729483604431,
"eval_md5_f1": 0.9859154929577465,
"eval_md5_number": 421,
"eval_md5_precision": 0.974477958236659,
"eval_md5_recall": 0.997624703087886,
"eval_overall_accuracy": 0.9939007140351472,
"eval_overall_f1": 0.9750857824854544,
"eval_overall_precision": 0.9671500443918319,
"eval_overall_recall": 0.9831528279181708,
"eval_runtime": 61.2486,
"eval_samples": 13340,
"eval_samples_per_second": 217.801,
"eval_sha1_f1": 0.98989898989899,
"eval_sha1_number": 49,
"eval_sha1_precision": 0.98,
"eval_sha1_recall": 1.0,
"eval_sha256_f1": 0.973134328358209,
"eval_sha256_number": 491,
"eval_sha256_precision": 0.9513618677042801,
"eval_sha256_recall": 0.9959266802443992,
"eval_steps_per_second": 27.233,
"eval_uri_f1": 0.8571428571428572,
"eval_uri_number": 11,
"eval_uri_precision": 0.9,
"eval_uri_recall": 0.8181818181818182
}