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
  • 699 Users Completed

 

[Private 15th, 0.98472] XLM-RoBERTa + XGBoost Ensemble

2025.04.02 18:17 857 Views language

XGBoost를 사용하면서 다소 복잡한 데이터 파싱을 진행해주었는데, XLM-RoBERTa의 입력 데이터에까지 동일한 작업을 하더라도 보이는 성능 향상은 없었습니다. 이후 앙상블 처리하니 약간의 정확도 개선이 있었네요.

모두 수고하셨습니다!

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rootenter
2025.04.04 23:15

솔루션 pdf 업로드했습니다!