NBA game outcome prediction and outstanding player detection

Team Memebers:

Huy Tu (hqtu@ncsu.edu)
Abinav Pothuganti (apothug@ncsu.edu)
Aravind Anantha (aananth3@ncsu.edu)
Chethan Thipperudrappa (cnanniv@ncsu.edu)

Solution proposed

Game Outcome Prediction:

Code for Win Ration Prediction based on regression based alogrithms can be found here
Code for Team Performance can be found here

Outstanding player detection

Code for outstanding player detection can be found here

Instructions to run the code:

All the code is written in R
Please install the required packages, for example: mvoutliers package is required to run outlier detection algorithms.
Please set the working directory to the location of the data file in your local machine
Run the script