Enterprise Miner - Score Node only able to score using Decision Trees models

jcristin — Thu, 20 May 2021 07:54:43 GMT

Hello All,

I'm starting with SAS EM. I'm trying to build a classification model to predict the best candidates for a product campaign. I built 3 types of models, NN, Regression and Decision Trees - the selected model was a NN one. However when I run the score node, only the Decision Tree models are able to predict. Other models give always the target var 100% -> 0.

Any help would be highly appreciated!

Jorge

Re: Enterprise Miner - Score Node only able to score using Decision Trees models

gcjfernandez — Fri, 21 May 2021 20:40:31 GMT

Because your response rate very rare (< 0.05%), try a balanced sample (50% response 50% non-response) and check whether you still have problem with NN node scoring. You can always use the decision node to correct it for prior probability.

topic Enterprise Miner - Score Node only able to score using Decision Trees models in SAS Data Science

Enterprise Miner - Score Node only able to score using Decision Trees models

Re: Enterprise Miner - Score Node only able to score using Decision Trees models