Abstract: 21st generation is an Era of internet. Most of the people in this era depend on internet for their day to day activities and hence usage of Internet has increased. People now a days rely on the online services for the news instead of traditional news organization. Along with this, they use the social media platform like Facebook, Twitter, Websites etc. To know about what is happening around them. By the use of the social media news may spread rapidly among millions of people within a short span. Spammers who spread fake news among the people, affect the mindset of the people reading the news and make use of that. Aim of this paper is to show which news is true and which is false by implementing the system using machine learning algorithm for Classification. The proposed system provides the users to classify the news which is true and which is false.