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    Dacon Monthly Shorts - Superconductor Tc Prediction AI Hackathon

    Algorithm | Tabular | Regression | Superconductor | NMAE

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    Private 6위, ExtraTreesRegressor모델 optuna와 autogluon 앙상블

    nicknameabcde
    2023.08.21 10:37 3,097 Views language
    comments 8

    pycaret에서 결과가 좋은 ExtraTreesRegressor를 optuna 사용하여 하이퍼파라미터 값을 찾고
    autogluon을 사용한 것과 앙상블하였습니다.

    Code
    8 Comments
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    iureifjdkncd
    2023.08.21 11:42

    오오..... 신박하네요 감사합니다 

    nicknameabcde
    2023.08.21 12:06

    감사합니다!

    닉네임이다.
    2023.08.21 17:46

    좋아용. ^^ ~~

    nicknameabcde
    2023.08.21 17:51

    감사합니다~

    Topdown
    2023.08.21 17:48

    pycaret 앙상블은 신선하네요 많이 배우고 갑니다! 

    nicknameabcde
    2023.08.21 17:54

    앙상블할 모델을 찾으려고 pycaret을 써 봤습니다. 다른 대회에서도 비슷한 방식을 썼는데 매번 결과가 좋더라고요.

    너죽을준비해난밥을준비할게
    2023.08.21 17:52

    오! 머신러닝의 새로운 분야의 위대한 첫걸음일 것 같아요! 신기해요!

    nicknameabcde
    2023.08.21 17:56

    칭찬 감사드립니다~

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    Private 4위, autogluon 사용
    Competition - 초전도체 임계온도 예측 AI 해커톤 - 월간 데이콘 쇼츠
    Likes 10
    Views 3,086
    Comments 0
    2yr ago
    Current
    Private 6위, ExtraTreesRegressor모델 optuna와 autogluon 앙상블
    Competition - 초전도체 임계온도 예측 AI 해커톤 - 월간 데이콘 쇼츠
    Likes 16
    Views 3,097
    Comments 8
    2yr ago
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    Competition - 초전도체 임계온도 예측 AI 해커톤 - 월간 데이콘 쇼츠
    Likes 5
    Views 3,069
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