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gottbert-base-finetuned-fbi-german
julius-br/gottbert-base-finetuned-fbi-german
gottbert-base-finetuned-fbi-german is a text classification model from julius-br. 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.
Language model: uklfr/gottbert-base Language: German Training & Eval data: GARFAB2022Weighted <br Published: September 21th, 2022 <br Author: Julius Breiholz
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At a glance
- Task
- Text Classification
- Library
- transformers
- License
- mit
- Model type
- roberta
- Access
- Public
- Created
- Sep 7, 2022
- Updated
- Sep 21, 2022
- SHA
- 5c04513e
Model card
From the Hugging Face model README
Fine-tuned gottbert-base to detect Feature Requests & Bug Reports in German App Store Reviews
Overview
Language model: uklfr/gottbert-base
Language: German
Training & Eval data: GARFAB2022Weighted <br>
Published: September 21th, 2022 <br>
Author: Julius Breiholz
Performance
| Label | Precision | Recall | F1-Score |
|---|---|---|---|
| Irrelevant | 0,95 | 0,91 | 0,93 |
| Bug Report | 0,82 | 0,91 | 0,86 |
| Feature Request | 0,87 | 0,82 | 0,85 |
| all classes (avg.) | 0,88 | 0,88 | 0,88 |
- Task
- Text Classification
- Library
- transformers
- Type
- roberta
- License
- mit
- Languages
- de
- Created
- Sep 7, 2022
- Updated
- Sep 21, 2022