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decisiontrees_with_mllib's Introduction

Decision Trees with MLlib

This IBM SPSS Modeler enables MLLib models to be built with Decision Trees for classification and regression problems.

Learn more about this implementation from the MLlib Documentation

Stream


Requirements

More information here: IBM Predictive Extensions


Installation Instructions

Initial one-time set-up for PySpark Extensions

If using v18.0 of SPSS Modeler, navigate to the options.cfg file (Windows default path: C:\Program Files\IBM\SPSS\Modeler\18.0\config). Open this file in a text editor and paste the following text at the bottom of the document:

eas_pyspark_python_path, "C:/Users/IBM_ADMIN/Anaconda/python.exe"

  • The italicized path should be replaced with the path to your python.exe from your Anaconda installation.

Extension Hub Installation

  1. Go to the Extension menu in Modeler and click "Extension Hub"
  2. In the search bar, type the name of this extension and press enter
  3. Check the box next to "Get extension" and click OK at the bottom of the screen
  4. The extension will install and a pop-up will show what palette it was installed to

Manual Installation

  1. Save the .mpe file to your computer
  2. In Modeler, click the Extensions menu, then click Install Local Extension Bundle
  3. Navigate to where the .mpe was saved and click open
  4. The extension will install and a pop-up will show what palette it was installed

Example

Download the example stream Download the example data


License

Apache 2.0


Contributors

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