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[Review] Review 분석 - 감성분석 모델 BERT 성능 #68

Closed byepingu closed 7 months ago

byepingu commented 8 months ago

KOBERT 모델 사용하여 식당 리뷰 학습 및 예측

hyul77 commented 7 months ago

'nouns', 'adjectives'

predict_review.ipynb stopwords.pkl tokenizer.pkl final_model_v0.h5 tokenized_data.csv

정확도 : 0.8847034140759107

'verbs', 'adjectives'

predict_review_VA.ipynb stopwords_VA.pkl tokenizer_VA.pkl final_model_VA.h5 tokenized_data_VA.csv 정확도 : 0.5077395722557013

'nouns', 'adjectives', 'verbs', 'exclamations' predict_review_ALL.ipynb stopwords_ALL.pkl tokenizer_ALL.pkl final_model_ALL.h5 tokenized_data_ALL.csv 정확도: 0.966268862806983

berf_classifier.ipynb 정확도 : 0.9682