This really ought to be asked in the JMP Community, not in the SAS Communite.
And here's the link to the JMP Community: https://community.jmp.com/
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Use this tutorial as a handy guide to weigh the pros and cons of these commonly used machine learning algorithms.
Find more tutorials on the SAS Users YouTube channel.