I posted this question on IT Toolbox, but thought I'd post it here as well.
I'm working on a project where the company wants to score
model(s) in real time (transactional type data). They also would
like to remain vendor-independent. With these in mind, they have
considered using PMML. However, they are having a hard time
finding vendors that have a Scoring Engine that runs PMML (many
software products have this, if you want to use those products).
We want a standalone option so no matter what tool is used to be
the models, we can just drop in the PMML code and run it.
I've discussed the options of running source code (C or Java),
but they also want to be able to update models on the fly
without a recompile.
Anyone have experiences with PMML in production out there?