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https://github.com/ankit-ap-paul/financial-news-classification
financial news classification based on sentiment analysis
https://github.com/ankit-ap-paul/financial-news-classification
Last synced: 25 days ago
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financial news classification based on sentiment analysis
- Host: GitHub
- URL: https://github.com/ankit-ap-paul/financial-news-classification
- Owner: Ankit-AP-Paul
- Created: 2024-07-05T14:58:50.000Z (7 months ago)
- Default Branch: main
- Last Pushed: 2024-07-06T15:28:50.000Z (7 months ago)
- Last Synced: 2024-11-13T19:41:37.717Z (3 months ago)
- Language: Jupyter Notebook
- Homepage:
- Size: 315 KB
- Stars: 0
- Watchers: 1
- Forks: 0
- Open Issues: 2
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Metadata Files:
- Readme: README.md
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README
# Financial News Classification
#### Datset Link : [Sentiment Analysis for Financial News(Kaggle)](https://www.kaggle.com/datasets/ankurzing/sentiment-analysis-for-financial-news)
## Model Summary for Text Classification using finbert
| Model | Link | Accuracy |
| :---------------------------------------------------------------- | :----------------------------------------------------------------------------------------- | :------- |
| ProsusAI/finbert | | 86.5% |
| After Finetuning | | 97.2% |