Sentiment Analysis Of Movie Reviews Using Advanced Techniques

Abstract

An increasing number of internet users are providing detailed analyses of various films on various review sites, often highlighting the differences and similarities between them. Customers may express themselves via positive, negative, or neutral comments and reviews using the form. Having a website like this is crucial. We use sentiment analysis to evaluate the movie reviews in this study so that people may make educated selections.It was also evaluated in comparison to another ML classifier. A machine learning method is an example of a Random Forest with Gini Index-based Feature Selection SVM.The Gini Index method in conjunction with the Random Forest classifier yields better results in terms of Accuracy, RMSE, Precision, and Recall