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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
    • 324 Users Completed
    Practice
    Overview Data Code (share) Talk Leaderboard

    Setup D-0

     

    [Private 0.68251 하찌아빠팀] part 01. feature engineering

    10duck
    공동작성자
    2022.08.01 20:28 2,193 Views language
    comments 1

    3일 만에 모든 것을 뒤집기는 쉽지 않네요. 

    Protein을 분석할 수 있는 python library를 최대한 많이 조사하여 data driven learning을 시도했습니다.

    part 01. 에서는 990여가지의 feature를 생성하는 코드를 공유해드립니다. 

    Code
    1 Comments
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    10duck
    2022.08.01 20:32

    이후 feature들을 제곱 또는 역수를 취하거나 feature들 끼리 곱하는 다양한 형태의 추가 작업을 시행했습니다.

    그리고 역수를 취했을 때 label과 상관계수가 가장 높게 나왔습니다. 

    따라서, feature들을 역수로 넘기고 데이터 셋에 포함하는 과정만 공유드리는 코드에 담았습니다.

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    [Private 0.68251 하찌아빠팀] part 01. feature engineering
    Competition - 2022 AI 대학원 챌린지
    Likes 8
    Views 2,193
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    3yr ago
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