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    Smart facotry Product quality status classification AI online Hackathon

    Algorithm | Tabular | Smart Factory | LG Aimers | Classification | Macro F1 Score

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    [Private 8위] LGBM + ExtraTree + RF Classifier model ensemble

    Zeroin
    공동작성자
    2023.03.30 23:17 3,140 Views language
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    기본적인 결측값 보간 후, 
    LightGBM, ExtraTreesClassifier, RandomForestClassifier 3가지 모델 voting 하여 진행했습니다.

    비식별된 변수의 특징을 알 수 없어, 다른 전략보다 전체 데이터를 기준으로 확인하는 기본적인 전처리 진행한 케이스로 2단계 제출했습니다. 

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    [Private 22위] XGB + GB Classifier model ensemble
    Competition - 스마트 공장 제품 품질 상태 분류 AI 온라인 해커톤
    Likes 7
    Views 2,724
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    2yr ago
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    [Private 8위] LGBM + ExtraTree + RF Classifier model ensemble
    Competition - 스마트 공장 제품 품질 상태 분류 AI 온라인 해커톤
    Likes 9
    Views 3,140
    Comments 0
    2yr ago
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    [Private 25위] lightGBM + CatBoost + XGBoost ensemble
    Competition - 스마트 공장 제품 품질 상태 분류 AI 온라인 해커톤
    Likes 8
    Views 2,335
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    2yr ago