two or three conditions

As I see it right now we have to decide if we do two or three conditions:

1. One is definitly the randomiced on. If I got that right it would be the AttentionSystem with randomly initialised filters?!
2. Second on should be the one where the filters are initialised based on the statistics we get out of the gazing behavior of the children.
3. The last one could eather be the one how the system is performing best right now or do you have some suggestions?