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FatimaFellowship_NLPtask
hemhemoh/FatimaFellowship_NLPtask
FatimaFellowship_NLPtask is a machine learning model from hemhemoh. Use it for the machine learning task on the model card, and read the license before you ship it in a product.
This model was trained using the 'bert-base-uncased' from the transformer library and it was trained on the popular fake/real news dataset from Kaggle. Pytorch is the framework used to train the model and it had an ac…
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Updated Apr 5, 2022
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- Access
- Public
- Created
- Apr 5, 2022
- Updated
- Apr 5, 2022
- SHA
- 7ed8e54a
Model card
From the Hugging Face model README
This model was trained using the 'bert-base-uncased' from the transformer library and it was trained on the popular fake/real news dataset from Kaggle. Pytorch is the framework used to train the model and it had an accuracy score of 93.5 % and here is what the classification report looks like.
precision recall f1-score support
0 0.96 0.92 0.94 2348
1 0.92 0.96 0.94 2142
accuracy 0.94 4490
macro avg 0.94 0.94 0.94 4490 weighted avg 0.94 0.94 0.94 4490
license: apache-2.0
- Created
- Apr 5, 2022
- Updated
- Apr 5, 2022