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Statistical classification is the problem of identifying the sub-population to which new observations belong, where the identity of the sub-population is unknown, on the basis of a training set of data containing observations whose sub-population is known. Therefore these classifications will show a variable behavior which can be studied by statistics.

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Classification and multiple hypothesis testing

One possible approach could be: Perform a Bootstrap estimation of classification accuracy (Duda, Hart, Stork, 2nd edition, pg 485) Multiple hypothesis testing (for ex., Bonferroni), using a parametric …
Bernardo Aflalo's user avatar