Simple Prediction App

A Shiny Application by [Elhasnaoui]

What is the Simple Prediction App?

• Objective: The app predicts a value based on a user-inputted number.
• Use Case: This app can be used as a basic example of reactive programming in R.
• User-Friendly: Designed for ease of use, with minimal input required.

Mechanics of the Prediction

1. User Input: The user enters a number.
2. Processing: The app multiplies the number by 2.
3. Output: The result is displayed instantly.

input_value <- 5  # Example input
predicted_value <- input_value * 2
predicted_value

## [1] 10

Live Demo

Enter a value in the Shiny app, click “Predict,” and see the result.

# Demonstrate the app’s functionality here
library(shiny)

ui <- fluidPage(
  numericInput("num", "Enter a number:", 1),
  actionButton("go", "Predict"),
  textOutput("result")
)

server <- function(input, output) {
  observeEvent(input$go, {
    output$result <- renderText({
      paste("Predicted Value:", input$num * 2)
    })
  })
}

shinyApp(ui = ui, server = server)

Why Use This App?

Educational: A simple introduction to Shiny for beginners. Extensible: Can be modified to include more complex logic. Accessible: Easy for anyone to use, regardless of programming knowledge.