Malicious URL Classification AI Competition

Algorithm | Montly Dacon | NLP | Tabular | Feature Engineering | ROC-AUC

  • moneyIcon Prize : DASCHOOL Pro Subscription
  • 2025.02.03 ~ 2025.03.31 09:59 + Google Calendar
  • 677 Users Completed

 

[Private 73, 0.96621] BERT & 특징 추출 기반 분류

2025.03.31 11:06 1,566 Views language

최대한 사전 학습 방식이 아닌 다른 방법을 사용하여 점수를 늘려보려고 노력해보았습니다. 

저는 개수, 존재, 길이 그리고 기타 기반의 특징을 URL로부터 추출하여 변수를 만들었고 추가로 BERT를 통해 임베딩하여 분류를 위한 작업을 수행해보았습니다.

다들 대회 기간 동안 고생하셨습니다 :)

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