Machine Learning R Shiny App

An interactive web app that predicts the winner of a League of Legends match through Decision Tree and Random Forest models. The web app was designed to present to clients with little knowledge about machine learning, on how decision tree and random forest work.

Check out the web app here!

Table of Contents

• Installation
• Project Motivation
• File Description
• Results
• Known Issue

Installation

1. Install all the relevant packages
2. Run the app.R file

Project Motivation

TODO

File Description

The structure of the code is as follows:

• App
  • www (the folder that contains all the pictures)
  • app.R
  • high_diamond_ranked_10min.csv (the data set from: https://www.kaggle.com/bobbyscience/league-of-legends-diamond-ranked-games-10-min)
• README.md

Results

TODO

Known Issue

You should use 'Run in External'(better) option to run the app.R file. Otherwise, if you run it in the windows, R studio might have some issues, such as layout issues.