DACON Monthly Astro Type Classification Competition

Algorithm | Structured | Classification | Science | LogLoss

 

My first Model (천체 유형 분류)

2020.02.14 17:52 10,654 Views language

모델별 Dacon 리더보드 제출 점수

* RandomForestClassifier : 0.50522
* XGBClassifier : 0.5009626058
* LGBMClassifier : 1.0451859688
* Catboot : 0.7275015319

LGB 경우 하이퍼파라미터 조금 수정해보니 0.5까지 향상 되었습니다.
BaysianOptimization과 Hyperopt 도구를 이용해서 하이퍼파라미터 튜닝을 한다면 성능을 더 향상할수 있을것 같습니다.

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당쇠
2020.02.14 21:53

공유 감사합니다.

호구너
2020.02.16 00:23

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