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The TREESPLIT Procedure

Measures of Model Fit

The TREESPLIT procedure measures model fit based on the misclassification rate for classification trees or the average square error for regression trees, as follows:

  • The misclassification rate is calculated from the number of incorrectly predicted observations:

  • The average square error (ASE) for regression trees is defined as

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Last updated: December 21, 2018