Wednesday, September 11, 2013

New EPL predictions

I spent the last week and a half reworking the model and building out the skeleton of a web app to better convey the results. I will expand on the web app in the near future to include a more holistic, unsupervised look at the match.

For those interested - the tools in use here include Python for the data munging, Orange (a python ml library) for the modeling, and d3.js for the visual.

Monday, September 2, 2013

Premier League Predictions

This is my first attempt at using machine learning to predict EPL matches. There are significant  improvements to be made - which I will gradually incorporate in future updates.

A brief walkthrough of the visual - the model results describe the likelihood of a favorable outcome - zero representing a low probability of success. The 365 Odds and the data for the model itself can be sourced from this website.

Sunday, September 1, 2013