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---
language:
- de
tags:
- text-classification
- german-news-classification
datasets:
- gnad10
metrics:
- accuracy
- precision
- recall
- f1
model-index:
- name: Mathking/bert-base-german-cased-gnad10
results:
- task:
type: text-classification
name: Text Classification
dataset:
name: gnad10
type: gnad10
config: default
split: train
metrics:
- type: accuracy
value: 0.9557598702001082
name: Accuracy
verified: true
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- type: f1
value: 0.9550736462647613
name: F1 Macro
verified: true
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiZDNkYjU0NzAxNjBlOGQ1MWU2OGE5NWFkOGFlNTYwZGFkNTRiMDcwNDRlYmNiMTUxMzViM2Q4MmUyMjU2ZTQwYyIsInZlcnNpb24iOjF9.E9ysIc4ZYrpOpQTJsmLRN1q8Pg-5pWLlvs8WbTeJy2JYNmpBNblaGyeiHckZ8g8gD3Rqv7W9inpivmHRcI4-BQ
- type: f1
value: 0.9557598702001082
name: F1 Micro
verified: true
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- type: f1
value: 0.9556789875763837
name: F1 Weighted
verified: true
verifyToken: eyJhbGciOiJFZERTQSIsInR5cCI6IkpXVCJ9.eyJoYXNoIjoiY2I1ZmNjMzViMDY1YWMyNzRkNDY0OTY1YTFkZWViN2JiMDlkMjJjNTZmZDFjZDIxZjA0YzI1NThiODUwMDlhZiIsInZlcnNpb24iOjF9.83yH-SfIAeB9Y3XNPcnn8N3g9puooZRgcBfNMeAKNqNM93U1qEE6JjFvhZBO_UU05cgfqnPp7Pt6h-JQcmdwBA
- type: precision
value: 0.953834169384936
name: Precision Macro
verified: true
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- type: precision
value: 0.9557598702001082
name: Precision Micro
verified: true
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- type: precision
value: 0.9558822798145145
name: Precision Weighted
verified: true
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- type: recall
value: 0.956651983810566
name: Recall Macro
verified: true
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- type: recall
value: 0.9557598702001082
name: Recall Micro
verified: true
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- type: recall
value: 0.9557598702001082
name: Recall Weighted
verified: true
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- type: loss
value: 0.17337004840373993
name: loss
verified: true
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---
# German BERT for News Classification
This a bert-base-german-cased model finetuned for text classification on german news articles
## Training data
Used the training set from the 10KGNAD dataset (gnad10 on HuggingFace Datasets). |