Hyperparameter Tuning in SAS Enterprise Miner

RobWobDobBlobb — Tue, 25 Feb 2020 10:30:33 GMT

Hi all,

I've been wondering if there is a way to do hyperparameter tuning for your model in SAS Enterprise Miner.

Doing it manually is no option and using a Start-End node I only manage to do things like k-fold cross validation but not actual hyperparameter tuning.

I've come across it in SAS Viya, e.g. in this paper: Automated Hyperparameter Tuning for Effective Machine Learning

Or interfaces bridging to R for ml(R): Ein SAS Enterprise Miner Interface für systematisches Hyperparameter-Tuning mit (ml)R

As on our servers there is no SAS Viya, no SAS VDMML, no R, etc. but only SAS EG and SAS EM, so a solution within SAS EM (14.3) would be great.

I'm happy for any input, cheers

topic Hyperparameter Tuning in SAS Enterprise Miner in SAS Data Science

Hyperparameter Tuning in SAS Enterprise Miner