Machine Learning Projects

Project 1

Internal Higgs Boson Kaggle Competition

Folder structure

project1/                              # Contains all project files
├── data/                              # should contains the trainig and test file ( eg. test.csv and train.csv )
└── plots/                             # Plot output
└── scripts/
    ├── implementation.py
    ├── helpers.py
    └── run.py
    └── Plot.ipynb

run.py

Main file which contains the code for training and prediction.

Plot.ipynb

Jupyter file, used to generate the plots for the report.

helpers.py

Provided helper file.

Requirements

The python code has been tested with the following versions:

Python: 3.6.2
Numpy: 1.13.1

In order to generate the prediction file simply run the run.py script:

The test.csv and train.csv must be provided in project1/data/

python run.py

This will create the output file in project1/data/output.csv

Authors

Cho Hyun Jii Poopalasingam Kirusanth Rodriguez Natali