I would like to understand the use of pxInteractionsStream stream data set in CDH.
Currently we have outcomes like Decisioned(when NBAs are decided), Impression(when they are viewed), Closed(rejected) and Accepted. All these entries are getting saved into the stream data set as well. Due to the load stream service is causing issue in Container API call. I would like to know if we do not save Decisioned outcome IH records in the stream data set, is there any implication in adaptive models or anywhere else?
The adaptive models need both ‘positive’ and ‘negative’ outcomes to train the models. These outcome labels are defined in the ‘Outcomes’ tab of the adaptive model rule (and are in sync with the labels defined on the Prediction, for example ‘Web_Click_Through_Rate’ adaptive model is embedded in ‘PredictWebPropensity’).
If the adaptive model doesn’t have ‘Decisioned’ listed under Outcomes then it won’t be affected if it’s not fed these outcomes anymore, because it’s already ignoring those outcomes. If it is listed then the adaptive model learning would be affected,