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"Tune and Zoom": A Method for Tuning Machine Learning Models that You and Your Students Can Use

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Published on ‎08-13-2025 02:58 PM by Staff

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Special Guest Presenter:
Prof. Nathan Coates
Faculty Director, Master of Science in Business Analytics
Villanova University

 

Make better predictions! The predictive power of machine learning models depends on hyper-parameter selection. Years of university machine learning exercises have led us to develop a method for adjusting hyper-parameters that we call “Tune and Zoom”. This method is described in detail, and the performance and profitability are compared to JMP’s default hyper-parameters, standard tuning table techniques, and other hyper-parameter optimization techniques. Tips and tricks for implementing these techniques in the classroom are also shared.

 

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Starts:
Wed, Nov 19, 2025 12:00 PM EST
Ends:
Wed, Nov 19, 2025 01:00 PM EST
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