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배포 v1.11.0 #272

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Merged
skqorrla merged 2 commits into from
Jun 27, 2025
Merged

배포 v1.11.0 #272

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bb2d95f
fix: predict_cong_service.py에서 모델 예측 시 feature 이름 가져오는 방법 수정
skqorrla Jun 27, 2025
9616886
fix: predict_cong_service.py에서 모델 예측 시 feature 이름 가져오는 방법 수정
skqorrla Jun 27, 2025
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4 changes: 2 additions & 2 deletions MLOps/app/services/predict_cong_service.py
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Original file line number Diff line number Diff line change
Expand Up @@ -90,8 +90,8 @@ def predict_and_save_all_locations():

# 2. 모델별 예측 실행
for name, model in models.items():
final_predict_df = predict_df.reindex(columns=model.feature_names_, fill_value=0)
prediction_num = int(model.predict(final_predict_df)[0][0])
final_predict_df = predict_df.reindex(columns=model.booster_.feature_name(), fill_value=0)
prediction_num = int(model.predict(final_predict_df)[0])
prediction_str = CONGEST_LVL_MAP.get(prediction_num, "Unknown")

location_result = {
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