SMOTE

[TzufRaifMia]

Hey All!

I am using SAS Visual Machine Learning to create a model for Binary Classification task.

I have an imbalanced data, which I want to fix via using SMOTE (over-sampling).

Is there an option doing that "No code" inside the tool? other option is to write a sas code.

Thanks!

T

[sbxkoenk]

Hello,

You are using Model Studio as UI for SAS Machine Learning, correct?

I believe SMOTE is available in the credit scoring nodes (add-on nodes), but not as a standard stand-alone node.

SAS® Viya® Platform Programming Documentation | 2023.12
Machine Learning Programming Guide
Synthetic Minority Oversampling Technique Action Set
https://go.documentation.sas.com/doc/en/pgmsascdc/v_046/casactml/cas-smote-TblOfActions.htm

Suggested Google searches:

• SMOTE site:lexjansen.com
• SMOTE site:blogs.sas.com
• SMOTE site:communities.sas.com
• SMOTE site:documentation.sas.com

BR, Koen