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    2021.05.25

    2022 AI 대학원 챌린지

    LG | 채용 | B-cell | Epitope | Classification | macro-f1

    • moneyIcon Prize : Total 2,500만원
    • 2022.07.04 ~ 2022.07.29 16:59 + Google Calendar
    • 323 Users Completed
    Practice
    Overview Data Code (share) Talk Leaderboard

    Setup D-0

     

    [Private 0.75069] 새벽반 - BoW + Random Forest 코드 공유

    Jin-Seop
    공동작성자
    2022.08.04 20:45 2,551 Views language
    comments 0

    BoW(Bag of Word) + Random Forest를 사용한 코드를 공유합니다.
    1. BoW
    Length=6.과 Window size=1로 하여 Epitope에 자주 등장하는 패턴을 6000개 추출합니다.
    이렇게 자주 등장하는 길이가 6인 단백질 서열 패턴의 개수를 Train과 Test Data의 Feature에 추가해줍니다.
    2. Random Forest
    앞에서 BoW를 통해 추출한 6000개의 Feature와 기존의 Tabular Feature를 Random Forest로 학습합니다.

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    Competition - 2022 AI 대학원 챌린지
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