Details can be found at the following link:
https://www.kaggle.com/c/predicting-red-hat-business-value
Thoughts: This notebook is complete in terms of preprocesing the data. The process for this particular set of data was quite different to many of the other datasets that I have worked with. As such, I was a little hesitant about the way I approached test, train, split. After checking out others' notebooks, its clear that most people are getting ~.99 AUC on the training data and in the end this competition comes down to that last .0001 in terms of accuracy. I will return to work with this data at a later point in time.