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    Natural Language-based Climate Technology Classification

    Algorithm | NLP | Classification | Environment | Macro f1 score

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    Setup D-0

     

    EDA 공유

    하르딘
    2021.08.01 14:24 10,961 Views language
    comments 1

    안녕하세요

    단순히 의식의 흐름 대로 진행해 본 EDA 내용들을 공유합니다.
    NLP 분야가 아직 익숙하진  않아서 맞는 방법들로 진행했는지 잘 모르겠네요.

    colab으로 진행했고 마지막에 tokenizer는 koBERT Tokenizer를 활용했습니다.
    (https://github.com/SKTBrain/KoBERT)
    koBERT는 torch 기반인 것 같은데 text처리 메서드들은 keras가 더 익숙해서 keras로 사용했습니다.

    데이콘 베이스라인 참고해서 시작했습니다.
    (https://dacon.io/competitions/official/235744/codeshare/2861?page=1&dtype=recent)

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    배가_고파졌다
    2021.08.01 22:05

    EDA 감사합니다 :)
    Label = 0 은 기후기술이 아닌 항목입니다.
    질환극복기술개발(R&D) 등과 같은 사업은 기후기술이 아니라서 모두 0으로 분류된 것 같습니다.

    📣 The comment input field has been moved to the top of the comment list!
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