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    EV Price Prediction Hackathon : Reading EVs Through Data!

    Dacon Hackathon | Algorithm | Tabular | Regression | EV | RMSE

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    GradientBoostingRegressor를 이용한 배터리용량 결측치 처리

    goorm
    2025.02.07 19:49 1,050 Views language
    comments 0

    간단한 EDA 결과, (IONIQ 제외) 중고차 모델별로 배터리용량 값이 최대 10개 정도의 특정 값들로만 구성되어 있는 것을 확인했습니다. GradientBoostingRegressor를 이용해 결측치를 예측하고 예측값과 가까운 값으로 보정하는 방식으로 결측치를 처리해봤습니다.

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