Machine Learning Approach to Detect Fake News

Social media is a powerful platform that allows users to share their thoughts, news, and a variety of information freely. Most people trust social media news and get affected by it. No one is sure about the content available on the social media. In this paper, we will target to detect whether the given content over social media is real or fake. Here, we applied various machine learning methods to label data and compare their accuracy. we achieved 99% accuracy, 99% precision, 99% recall, and 99f1score value as our experiment result