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OpenB_snetiement_analysis_test
Safouene/OpenB_snetiement_analysis_test
OpenB_snetiement_analysis_test is a text classification model from Safouene. Use it when you need a label for a piece of text. It is set up for transformers. The card lists the license as mit.
This is a flaubert model finetuned for sentiment analysis on company emails in French. It predicts the sentiment of the email, from negative to positive.
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- mit
- Model type
- flaubert
- Access
- Public
- Created
- Nov 23, 2023
- Updated
- Nov 23, 2023
- SHA
- 59a07d43
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Datasets
Model card
From the Hugging Face model README
flaubert sentiment
This is a flaubert model finetuned for sentiment analysis on company emails in French. It predicts the sentiment of the email, from negative to positive.
This model is intended for direct use as a sentiment analysis model for French emails, or for further finetuning on related sentiment analysis tasks.
Training data
The training data consists of the French portion of emails_multi, supplemented with another 40,000 similar emails.
Accuracy
The finetuned model was evaluated on the French test set of emails_multi.
- Accuracy (exact) is the exact match on the number of stars.
- Accuracy (off-by-1) is the percentage of reviews where the number of stars the model predicts differs by a maximum of 1 from the number given by the human reviewer.
| Language | Accuracy (exact) |
|---|---|
| French | 95% |
- Task
- Text Classification
- Library
- transformers
- Type
- flaubert
- License
- mit
- Languages
- fr
- Created
- Nov 23, 2023
- Updated
- Nov 23, 2023