Fake review detection and its elimination from the given data set using different natural language processing techniques is important in several aspects fake review dataset is trained by applying two different machine learning models to predict the accuracy of how genuine are the reviews in a given data set. The fake review problem must be addressed so that these large ecommerce industries such as amazon, Flipkart, etc.