Uniformly support configurable interactions and entities

[mdekstrand]

For as many models as make sense, we should support configuration to specify the interaction class(es) and row entities (user, session, etc.) to use for training.

• Item KNN
• ALS
• FlexMF (once we support runtime queries)
• Association (Add association-rule scorer #930)
• Popularity (just interaction)