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This is my Machine Learning model created with PassiveAggressiveClassifier to detect a news as Real or Fake depending on it's contents. It uses TfidfVectorizer which converts a collection of raw documents into a matrix of TF-IDF features.
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Upon running the Jupyter Notebook we get the accuracy of 93.04% which is not that great but reasonable enough!
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Upon running the Jupyter Notebook we get the accuracy of 93.05% which is not that great but reasonable enough!
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![Screen Shot 2020-05-30 at 9 36 50 PM](https://user-images.githubusercontent.com/15246084/83333734-b9ed2080-a2bf-11ea-9d15-971e0bc44ee6.png)
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Dataset - https://drive.google.com/file/d/1er9NJTLUA3qnRuyhfzuN0XUsoIC4a-_q/view

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