Revisit using a multi-headed model or another multi-label technique

[rafelafrance]

We have a multi-label problem with missing labels. I don't need the latest & greatest solution to the issue but I do want to create a single model for all of the traits. We want to gracefully handle missing labels in the data. If possible it would also be nice to add labels to an existing model.