Split the data training and testing data sets
Don't need channel informaiton after all
forgot import
And we have a predictor that works perfectly > 2/3 of the time in less
than 50 lines of code
Add more information to scoring function
Add pretty pictures.  Its too late to come up with a more descriptive commit message