Well I divised my own code finally to test a model using the found model's predictive abilities on the test data. I spent about an hour and a half on this so I did work on homework tonight. So I will now write up the logistic regression models and move on to other models. I have at least four more techniques/models to try before I can say I am done.

I will keep working on this assignment/project which is due Saturday and only if I get it done will I be able to attend the symposium at the end of this week. I have about 35 hours until the symposium begins.