Folders and Files

• Source Code

  • plotter.py # used indirectly for plotting pie chart
  • dataset.py # generate dataset object
  • ml.py # entry driver for experiments

• Input File

  • data.csv # original dataset in csv form

• Output Files

  • data.pickle # generated pickled data
  • models/ # serizalized models for each classifier with a specific parameter
  • results/ # raw experiments data
  • figures/ # generated figures

Experiment Setup

• Dependency

  • Python2.7.9: https://www.python.org/download/releases/2.7/
  • scikit-learn 0.16: http://scikit-learn.org/stable/install.html

• How to run

  • python ml.py # in any terminals on Windows/Linux/Mac