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robertaSentimentFT_TripAdvisor

Text Classification

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gosorio commited on Jul 28, 2023

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@@ -4,8 +4,8 @@ datasets:
 language:
 - en
 metrics:
-- accuracy: 0.9018
-- F-1 score: 0.8956
 pipeline_tag: text-classification
 ---
 Sentiment analysis model that uses the Roberta sentiment tweet pre-trained model (from https://huggingface.co/cardiffnlp/twitter-roberta-base-sentiment), and fine-tuned on a dataset containing Trip Advisor reviews (from https://www.kaggle.com/datasets/arnabchaki/tripadvisor-reviews-2023).

 language:
 - en
 metrics:
+- accuracy: 0.9111
+- F-1 score: 0.9061
 pipeline_tag: text-classification
 ---
 Sentiment analysis model that uses the Roberta sentiment tweet pre-trained model (from https://huggingface.co/cardiffnlp/twitter-roberta-base-sentiment), and fine-tuned on a dataset containing Trip Advisor reviews (from https://www.kaggle.com/datasets/arnabchaki/tripadvisor-reviews-2023).