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Riyas Rafi edited this page Feb 1, 2020
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Welcome to the Naive-Bayes wiki! hello
Fake news Detection using the text file
for this project you need a basic python libraries like pandas, numpy, sklearn, matplotlib
i used jupyter notebook for this project because its very easy to use and mainly it will work on individual cell
imported all necessary libraries
Read the CSV file which contains the text data of news (unfortunately not able to attache the text file due to the size )
Data pre processing and plotting
used sklearn - Random Forest and SVM classifier to detect whether the news is REAL or FAKE
used sklearn - model accuracy and score
Thanks Riyas