A webapp to detect if a given news article is fake or not.
The python notebook is follows the four important preprocessing steps for performing NLP: 1.cleaning 2.tokenizing 3.stopword removal 4.lemmatizing followed by applying countvectorizer and tfidf transformer on the set of words.
The pipeline.sav file is a pipeline that consist of the basic functions the test data has to go through to give qa prediction
You can directly clone the repo and run the index.html page thereby entering the details in the form to predict an output.