Integration of Classical Features, Social Media Response and Power of Stars to Predict the Box Office Sales
In this project, we have attempted to predict the box office success of a movie by integrating classical features, social media factors and influence of the stars. Our model produced an accuracy of 81.39% with 10-fold cross validation on a dataset of 95 movies from the 2015 - 2016 timeframe.
Kindly setup R and RStudio for your system by following the steps mentioned here.
- Clone this repository using https://github.com/allama008/BoxOfficeAnalysis.git
cd
into the folder- Install the required packages by running the following command
install.packages(c("FSelector", "e1071", "caret"))