Why should you use a holdout data set and try to use the discriminant function for classifying

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Why should you use a holdout data set and try to use the discriminant function for classifying its members? How would you go about doing this?
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Complete Business Statistics

ISBN: 9780077239695

7th Edition

Authors: Amir Aczel, Jayavel Sounderpandian

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