How are you measuring the accuracy of your predictions?

What algorithm do you want to use for making predictions? Currently, it appears that you are counting the number of Es and Os and somehow using that to choose Es and Os. You say that this is randomly generated (from an allegedly fair random generator), and my quick look does not see any obvious patterns or other reason to think that the generator is not fair. What patterns do you think exist and how are you identifying them?