SAS Enterprise Miner Data Mining Examples

Archived project: This project is no longer under active development and was archived on 2024-07-22.

Overview

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.

/AssociationAnalysis contains XML and PDF files about running an example for Association Analysis.
/Clustering contains XML and PDF files about running an example for Clustering.
/CreditScoring contains XML and PDF files about running an example for Credit Scoring.
/EnsembleModeling contains XML and PDF files about running an example for Ensemble Modeling.
/MARS contains XML and PDF files about running an example for Multivariate Adaptive Regression Splines (MARS).
/PredictiveModeling contains XML and PDF files about running an example for Predictive Modeling.
/SurvivalAnalysis contains XML and PDF files about running an example for Survival Analysis.
/TextMining contains XML and PDF files about running an example for Text Mining.
/TimeSeries contains XML and PDF files about running an example for Time Series.

Prerequisites

System Requirements

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

Getting Started

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:

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

Contributing

The Contributor Agreement details on how to make contributions on this project.

License

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 LICENSE.txt

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.

sassoftware/dm-flow