Problem Note 70248: The DS2 Package Code that is produced by the Ensemble node in SAS® Visual Data Mining and Machine Learning could be incorrect
If you use the Ensemble node in SAS Visual Data Mining and Machine Learning, the DS2 Package Code (dmcas_pacakgescorecode.sas) could be incorrectly generated.
In order to determine whether the code was incorrectly generated, complete the following steps:
- Search for the following in the DS2 Package Code:
/* Computing posterior variables for xxxxx */
Note that "P_<TargetVariable><TargetEvent>" should contain a format that is similar to the following:
"P_BAD1"= (
- Then, compare this section of the DS2 Package Code with the similar section in the Path EP Score Code (dmcas_epscorecode.sas). If any difference are present, then the DS2 Package Code was incorrectly generated. The corresponding code block in the Path EP Score Code (dmcas_epscorecode.sas) is correct.
Note: If you eventually publish this model to maslocal or any other container-type destinations or use this model in a decision, wrong results are produced.
Workaround
To circumvent this issue, register this model into a model repository. Then, use SAS® Model Manager to manually correct the corresponding DS2 Package Code (dmcas_packagescorecode.sas) before you publish or use the model.
Click the Hot Fix tab in this note for a link to instructions about accessing and applying the software update.
Note: The hot fix cannot correct the models that already contain this issue. The hot fix corrects only the future models that are built by SAS Visual Data Mining and Machine Learning.
Operating System and Release Information
SAS System | SAS Visual Data Mining and Machine Learning | Microsoft® Windows® for x64 | 8.5 | | Viya | |
Linux for x64 | 8.5 | | Viya | |
*
For software releases that are not yet generally available, the Fixed
Release is the software release in which the problem is planned to be
fixed.
Type: | Problem Note |
Priority: | alert |
Date Modified: | 2023-08-01 11:07:25 |
Date Created: | 2023-07-06 16:09:34 |