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This procedure, also known in the literature as decile analysis, produces a table and charts that group the predicted probabilities from a classification procedure such as logistic regression, trees, and SVM into ntiles in order to better understand their distribution and to assist in using these for formulating decision rules.

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STATS_NTILE_ANALYSIS

This procedure, also known in the literature as decile analysis, produces a table and charts that group the predicted probabilities from a classification procedure such as logistic regression, trees, and SVM into ntiles in order to better understand their distribution and to assist in using these for formulating decision rules.


Requirements

  • IBM SPSS Statistics 27 or later and the corresponding IBM SPSS Statistics-Integration Plug-in for Python.

Installation intructions

  1. Open IBM SPSS Statistics
  2. Navigate to Utilities -> Extension Bundles -> Download and Install Extension Bundles
  3. Search for the name of the extension and click Ok. Your extension will be available.

License

  • Apache 2.0

Contributors

  • Jon K Peck

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This procedure, also known in the literature as decile analysis, produces a table and charts that group the predicted probabilities from a classification procedure such as logistic regression, trees, and SVM into ntiles in order to better understand their distribution and to assist in using these for formulating decision rules.

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