Second place solution for the Second Annual Data Science Bowl competition on Kaggle
More information can be found on http://irakorshunova.github.io/2016/03/15/heart.html, http://317070.github.io/heart and in documentation.pdf.
For a step-by-step guide on how to generate our two final submissions, please see the appendix of the documentation.