Customer reviews play a crucial role in shaping purchasing decisions. The significance of these reviews has led many individuals to create fake reviews purposely for personal gain. Fake reviews can result in unhealthy business competition, damage a business's reputation which leads to financial losses, and diminish consumer trust. This research aims to classify reviews into fake and genuine cat…