Classifying? / Labelling? Time series examples

Hi. I'm new to this but I think I can muddle my way through most of it. The one thing I'm struggling with is that I have a collection of time series examples that I basically want to organise into two groups, True and False, so that I can use the Deep Learning extension on them. What's the best way of applying a label for the DL operator to predict? Is there anyway I can just sort them into two seperate groups? "Tag" the examplesets? Do I just add an extra row at the bottom with True or False in them and get the operator to predict that?

Thanks.