Fake News Detection Using Machine Learning Algorithms

Jagrati Sahu

Abstract: Social media interaction especially the news spreading around the network is a great source of information nowadays. From one’s perspective, its negligible exertion, straightforward access, and quick dispersing of information that lead people to look out and eat up news from internet-based life. Twitter being a standout amongst the most well-known ongoing news sources additionally ends up a standout amongst the most dominant news radiating mediums. It is known to cause extensive harm by spreading bits of gossip previously.

Keywords: Fake news, Naïve Bayes, Logistic Regression, Support Vector Machine, Accuracy, Precision, Recall, F1-Score