Library of SAS Enterprise Miner process flow diagrams to help you learn by example about specific data mining topics.
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AssociationAnalysis
Clustering
CreditScoring
EnsembleModeling
MARS
PredictiveModeling
README_imgs
SurvivalAnalysis
TextMining
TimeSeries
ContributorAgreement.txt
LICENSE.txt
README.md

README.md

License

Copyright (c) 2015 by SAS Institute Inc., Cary, NC 27513 USA

Licensed under the Apache License, Version 2.0 (the "License"); you may not use this file except in compliance with the License. You may obtain a copy of the License at

http://www.apache.org/licenses/LICENSE-2.0

Unless required by applicable law or agreed to in writing, software distributed under the License is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the License for the specific language governing permissions and limitations under the License.

Summary

This repository contains example diagrams and materials for using SAS Enterprise Miner to perform data mining.

The repository includes XML files (which represent SAS Enterprise Miner process flow diagrams) for association analysis, clustering, credit scoring, ensemble modeling, predictive modeling, survival analysis, text mining, time series, and accompanying PDF files to help guide you through the process flow diagrams.

These examples were tested in the following environment:

Windows Server 2008 R2 Enterprise

Dual Intel Xeon E5-2667 @ 2.9 GHz

128 GB RAM

SAS 9.4 (TS1M2)

SAS Enterprise Miner 13.2

Instructions

Download (and unzip) or clone this repository. The repository contains one directory for each data mining topic (clustering, survival analysis, and so on). Each directory contains one or more example XML files (diagrams) and associated PDF documentation.

To run these examples:

  1. Create a new Project or open an existing project in SAS Enterprise Miner.

  2. Right-click on the Diagrams folder in the top left corner, and select "Import Diagram from XML." Select the XML file from one of the directories, and open the corresponding PDF document to learn about the technique implemented in the example.

    NOTE: You can import multiple XML files into the same SAS Enterprise Miner project or you can choose to create a separate project for every topic.

  3. Right-click on the last node and select "Run" to run the process flow diagram.

Contributors

Ralph Abbey, Wendy Czika, Funda Gunes, Susan Haller, Miguel Maldonado and Radhikha Myneni