CSC 591 - Algorithms for Data-Guided Business Intelligence - Capstone Project

Team Members

Name	Unity ID
Abhilash Arivanan	aarivan
Nivedita Natarajan	nnatara2
Prashanth Ramesh	pramesh2

Setup

• Install the required dependencies using the following commands (for Ubuntu 14.04 Base):

  • Numpy
  • pip
  • wheel
  • pandas
  • Seaborn
  • matplotlib
  • Plotly
  • scikit-learn
  • keras

   sudo apt-get install python numpy
   sudo apt-get -y install python-pip
   sudo pip install wheel
   sudo pip install pandas
   sudo pip install seaborn
   sudo apt-get install python-matplotlib
   sudo pip install plotly
   sudo pip install -U scikit-learn
   sudo pip install keras
  
  

• Run the python file using the following command:

   python RF_GBM.py
  

Plots

Correlation Matrix

Feature Density Distribution

Gender vs Income