README.md

---
language: fi
license: cc-by-4.0
---

# FinBERT fine-tuned with the FinnSentiment dataset

This is a FinBERT model fine-tuned with the [FinnSentiment dataset](https://arxiv.org/pdf/2012.02613.pdf). 90% of sentences were used for training and 10% for evaluation.

## Evaluation results

|Metric|Score|
|--|--|
|Accuracy|0.8639028475711893|
|F1-score|0.8643024701696561|
|Precision|0.8653866541244811|
|Recall|0.8639028475711893|
|Matthews|0.6764924917164834|


![kuva.png](https://s3.amazonaws.com/moonup/production/uploads/1661156173672-61561a042387f285c1f8aec3.png)

## License

FinBERT-FinnSentiment is licensed under the [CC BY 4.0 License](https://creativecommons.org/licenses/by/4.0/deed.en) (same as FinBERT and the FinnSentiment dataset).