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JMP is taking Discovery online, April 16 and 18. Register today and join us for interactive sessions featuring popular presentation topics, networking, and discussions with the experts.

Practice JMP using these webinar videos and resources. We hold live Mastering JMP Zoom webinars with Q&A most Fridays at 2 pm US Eastern Time. See the list and register. Local-language live Zoom webinars occur in the UK, Western Europe and Asia. See your country jmp.com/mastering site.

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Understanding the Principles for Building Predictive Models

 

Learn about:

  • Two approaches
    • Global - more stable, less flexible
    • Local - less stable, more flexible
  • Preventing overfitting
  • Linear Regression, Stepwise Regression, Generalized Regression, Penalized Regression
  • Decision Trees, Bootstrap Forests
  • Boosted Trees
  • Neural Networks
  • Importance of test sets and how to use them
  • Comparing and choosing models   

Note: This video uses JMP 14 and JMP Pro 14.

Comments
brae_pete

Nice overview! At around the 27 minute mark they start to give a basic overview/introduction to some of the different types of models. I found their explanations to be clear and concise of why to choose one model over the other. 

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