Interactive Car Mileage Prediction27 Sep 2015
Most of us know that R Programming has good prediction algorithms and rich visual representation libraries available. I was wondering whether we can build an interactive Web application using R and host is online. Shiny library, a Web Application Framework for R, came-in handy for me to achieve this. Using Shiny, developed a very simple interactive web application to predict the mileage of a car based on User’s Manual. To predict that, I had to develop a Linear Regression model based on mtcars dataset provided by ‘Motor Trends Magazine’ for various Cars, Makes, and Models, and finally hosted the application using Shinyapps. To determine the mileage of your car, feel free to use this interactive Shiny application hosted in my Shiny site or directly below.