Splitting data needs to be done more efficiently, can loop forever if unlucky or too many labels

[Joseph Anderson]

The splitter method relies on getting lucky in the data split, but can be done much more efficiently:

1. Create separate lists of documents for each label
2. Split each of these lists event between test/train or whatever is needed