Hi Amytee,
what you can do is specifying two different input files for your training and testing samples. This is something I asked about few days ago, you can check the thread here to understand how to do so: How to specify different input files for training and testing events?
If you need a bit of help to implement it, I can also show you how I made it work following the reply in this thread 