- The 'FakeNews_preprocessing_final.ipynb' processes the raw dataset collected from Boomlive and BBC news.
- The 'FakeNews_model_final.ipynb' is the model file which trains on the processed dataset classifies the test set to obtain the accuracy measure.
To run either of the files, upload the python notebooks to Google Colab and run the cells individually. An already processed dataset is saved in github repository and therefore, to run the second colab the first colab(FakeNews_preprocessing_final) need not be run.
Alternatively you can also directly run the following colabs:
Preprocessing: https://colab.research.google.com/drive/1rjIVyGIMbmMwcFSbrTxVKjHgBkFtPGm0?usp=sharing
Model: https://colab.research.google.com/drive/137LTs0mqawQZKzIEUBXodYwdkzMDNdpe?usp=sharing