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Given real and fake news dataset from Kaggle, I created a classifier that is able to detect fake news based on its title or content . I used spacy library for text preprocessing and sentiment analysis, and sklearn for modeling the data. The project contains insitive exploratory data analysis and reaches outstanding accuracy rates (99% accruacy).
belea7/Fake_News_Classifier
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Given real and fake news dataset from Kaggle, I created a classifier that is able to detect fake news based on its title or content . I used spacy library for text preprocessing and sentiment analysis, and sklearn for modeling the data. The project contains insitive exploratory data analysis and reaches outstanding accuracy rates (99% accruacy).
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