Week2 seungwoo #37
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Week2 seungwoo #37
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The assignment and concept review have been completed.
kimhamyong
approved these changes
Dec 18, 2024
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task3:
- 현재 파라미터 그리드에서 가능한 조합의 수가 많아져서 계산 시간이 너무 오래걸리고 있습니다!
GridSearchCV 대신 RandomizedSearchCV 사용: 무작위로 하이퍼파라미터를 탐색하는 방법을 추천드립니다. - 부트스트래핑을 100번 반복하여 개별 DecisionTreeRegressor를 학습시키고 있는데, 이미 RandomForestRegressor는 내부적으로 부트스트래핑과 앙상블을 수행하므로 별도로 구현할 필요가 없습니다.
- make_moons 데이터셋은 이진 분류 문제입니다. 그러나 회귀 모델을 사용하고 있어 정확도가 낮게 나오고 있습니다.
수고하셨습니다.
giyomdabin
requested changes
Dec 18, 2024
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24-25 GDG 김승우
week2 스터디 과제 Pull request