Getting Started with SAS Enterprise Miner 13.1

Book description

Introduces the core functionality of SAS Enterprise Miner and shows how to perform basic data mining tasks. Provides step-by-step examples that create a complete process-flow diagram including graphic results. Introduces the core functionality of SAS Enterprise Miner and shows how to perform basic data mining tasks. Provides step-by-step examples that create a complete process-flow diagram including graphic results.

Table of contents

  1. Contents
  2. About This Book
    1. Audience
  3. Recommended Reading
  4. Introduction to SAS Enterprise Miner 13.1
    1. What Is SAS Enterprise Miner?
    2. How Does SAS Enterprise Miner Work?
    3. Benefits of Using SAS Enterprise Miner
    4. Accessibility Features of SAS Enterprise Miner 13.1
      1. Overview of Accessibility Features
      2. Exceptions to Standard Keyboard Controls
      3. Other Exceptions to Accessibility Standards
    5. Getting to Know the Graphical User Interface
  5. Learning by Example: Building and Running a Process Flow
    1. About the Scenario in This Book
    2. Prerequisites for This Example
  6. Set Up the Project
    1. About the Tasks That You Will Perform
    2. Create a New Project
    3. Create a Library
    4. Create a Data Source
    5. Create a Diagram and Add the Input Data Node
  7. Explore the Data and Replace Input Values
    1. About the Tasks That You Will Perform
    2. Generate Descriptive Statistics
    3. Partition the Data
    4. Replace Missing Values
  8. Build Decision Trees
    1. About the Tasks That You Will Perform
    2. Automatically Train and Prune a Decision Tree
    3. Interactively Train a Decision Tree
    4. Create a Gradient Boosting Model of the Data
  9. Impute and Transform, Build Neural Networks, and Build a Regression Model
    1. About the Tasks That You Will Perform
    2. Impute Missing Values
    3. Transform Variables
    4. Analyze with a Logistic Regression Model
    5. Analyze with a Neural Network Model
  10. Compare Models and Score New Data
    1. About the Tasks That You Will Perform
    2. Compare Models
    3. Score New Data
    4. Create a Sorted List of Potential Donors
  11. SAS Enterprise Miner Node Reference
    1. About Nodes
    2. Usage Rules for Nodes
  12. Sample Data Reference
  13. Glossary (1/2)
  14. Glossary (2/2)
  15. Index

Product information

  • Title: Getting Started with SAS Enterprise Miner 13.1
  • Author(s):
  • Release date: December 2013
  • Publisher(s): SAS Institute
  • ISBN: 9781629590745