MPG Prediction App A simple Shiny app to predict MPG from car features

Users often want to quickly estimate fuel efficiency without building a model. Our app solves this problem.

• Input: Number of cylinders, horsepower
• Operation: Linear model prediction
• Output: Predicted MPG
• Simple instructions included in app

library(shiny)
model <- lm(mpg ~ cyl + hp, data = mtcars)
predict(model, newdata = data.frame(cyl=6, hp=150))

##        1 
## 20.45191