Fake News Detector Using Machine learning - A Comparative Analysis

  With  the  increasing  quality  of  social  media,  additional  individuals  consume  news  from  social media  rather  than  ancient  fourth  estate.    social  media  has  conjointly  been  accustomed  unfold pretend news, that has sturdy negative impacts on individual users and broader society.   We have a tendency to explore the pretend news drawback by reviewing existing literature in two phases characterization and detection. Within the characterization part, we have a tendency to introduced the essential ideas and principles of faux news in each ancient media and social media.   Within the detection part, we have tendency to reviewed existing pretend news detection approaches from a knowledge  mining  perspective,  together  with  feature  extraction  and  model  construction.    We hav...

 Here the output and interface for the detection news. I make a web app for this project. We can see the home page of this project here we can see the generate text from dataset and predict the news. 6.1 web app for this project   6.2 generate random text 6.3 see the predection for this random news  6.4 show the original and preprocessed text