[Vieira]

From what I understand they want to persist the trained model in a language independent way, so you can train the models with whatever language or framework you wish and then save it to a format that can be used by any other language or framework to classify unseen instances.

[zephyrnh]

Exactly. bayesianhorse's approach is perfectly valid, but your response describes our reasoning for our approach.