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15 manual
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270 pages, 4.16 Mb
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i
IBM SPSS Modeler 15 User’s Guide
Contents
Main
Page
Preface
About IBM Business Analytics
Technical support
Contents
1 About IBM SPSS Modeler 1
2 New Features 7
3 IBM SPSS Modeler Overview 12
4 Understanding Data Mining 29
5 Building Streams 41
6 Handling Missing Values 99
7 Building CLEM Expressions 105
8 CLEM Language Reference 127
9 Using IBM SPSS Modeler with a Reposito ry 158
10 Exporting to External Applications 195
11 Projects and Reports 200
12 Customizing IBM SPSS Modeler 215
13 Performance Considerations for Stream s and Nodes 230
Appendices A Accessibility in IBM SPSS Modele r 236
B Unicode Support 248
Page
About IBM SPSS Modeler
IBM SPSS Modeler Products
IBM SPSS Modeler
IBM SPSS Modeler Server
IBM SPSS Modeler Administration Console
IBM SPSS Modeler Batch
IBM SPSS Modeler Solution Publisher
IBM SPSS Modeler Server Adapters for IBM SPSS Collaboration and Deployment Services
IBM SPSS Modeler Editions
IBM SPSS Modeler Documentation
SPSS Modeler Professional Documentation
SPSS Modeler Premium Documentation
Application Examples
Demos Folder
New Features
New and Changed Features in IBM SPSS Mod eler 15
New features in IBM SPSS Modeler Professional
Page
Page
New features in IBM SPSS Modeler Premium
New Nodes in This Release
IBM SPSS Modeler Premium
Page
Launching from the Command Line
Connecting to IBM SPSS Modeler Server
Adding and Editing the IBM SPSS Modeler Server Connection
Page
Searching for Servers in IBM SPSS Collaboration and Deployment Ser vices
Changing the Temp Directory
Starting Multiple IBM SPSS Modeler Sessions
IBM SPSS Modeler Interface at a Glance
IBM SPSS Modeler Stream Canvas
Nodes Palette
IBM SPSS Modeler Managers
IBM SPSS Modeler Projects
IBM SPSS Modeler Toolbar
Page
Customizing the Toolbar
Customizing the IBM SPSS Modeler Window
Changing the icon size for a stream
Page
Using the Mouse in IBM SPSS Modeler
Using Shortcut Keys
Printing
Automating IBM SPSS Modeler
Page
Understanding Data Mining
Data Mining Overview
Assessing the Data
Page
A Strategy for Data Mining
The CRISP-DM Process Model
Page
Types of Models
Classication nodes
Page
Page
Page
Page
Page
Building Streams
Stream-Building Overview
Building Data Streams
Working with Nodes
Adding Nodes to a Stream
Connecting Nodes in a Stream
Page
Bypassing Nodes in a Stream
Disabling Nodes in a Stream
Adding Nodes in Existing Connections
Deleting Connections between Nodes
Setting Options for Nodes
Page
Caching Options for Nodes
Page
Previewing Data in Nodes
Locking Nodes
Working with Streams
Setting Options for Streams
Setting general options for streams
Page
Setting date and time options for streams
Page
Setting number format options for streams
Setting optimization options for streams
Page
Page
Setting SQL logging and record status options for streams
Setting layout options for streams
Viewing Stream Operation Messages
Page
Viewing Node Execution Times
Setting Stream and Session Parameters
Page
Specifying Runtime Prompts for Parameter Values
Specifying Value Constraints for a Parameter Type
Stream Deployment Options
Viewing Global Values for Streams
Searching for Nodes in a Stream
Renaming Streams
Stream Descriptions
Page
Previewing Stream Descriptions
Exporting Stream Descriptions
Running Streams
Working with Models
Adding Comments and Annotations to Nodes and Streams
Comments
Page
Operations Involving Comments
Page
Page
Listing Stream Comments
Converting Annotations to Comments
Annotations
Page
Saving Data Streams
Saving States
Saving Nodes
Saving Multiple Stream Objects
Saving Output
Encrypting and Decrypting Information
Loading Files
Mapping Data Streams
Mapping Data to a Template
Page
Mapping between Streams
Specifying Essential Fields
Examining Mapped Fields
Tips and Shortcuts
Page
Page
Handling Missing Values
Overview of Missing Values
Handling Missing Values
Handling Records with Missing Values
Handling Fields with Missing Values
Imputing or Filling Missing Values
CLEM Functions for Missing Values
Page
Page
Building CLEM Expressions
About CLEM
Page
Page
CLEM Examples
Page
Values and Data Types
Expressions and Conditions
Stream, Session, and SuperNode Param eters
Working with Strings
Handling Blanks and Missing Values
Working with Numbers
Working with Times and Dates
Summarizing Multiple Fields
Page
Working with Multiple-Response Data
The Expression Builder
Page
Accessing the Expression Builder
Creating Expressions
Selecting Functions
Selecting Fields, Parameters, and Global Variables
Viewing or Selecting Values
Checking CLEM Expressions
Find and Replace
Page
Matching Character Classes
Predefined Character Classes
Boundary Matches
Page
CLEM Language Reference
CLEM Reference Overview
CLEM Datatypes
Integers
Reals
Characters
Strings
Lists
Fields
Dates
Time
The CLEM language supports the following time formats.
CLEM Operators
The following operators are available.
Operator Precedence
Functions Reference
Conventions in Function Descriptions
The following conventions are used throughout this guide when referring to items in a function.
Information Functions
Conversion Functions
Comparison Functions
Page
Logical Functions
CLEM expressions can be used to perform logical operations.
Numeric Functions
CLEM contains a number of commonly used numeric functions.
Trigonometric Functions
Probability Functions
Bitwise Integer Operations
Random Functions
The following functions are used to randomly select items or randomly generate numbers.
String Functions
In CLEM, you can perform the following operations with strings:
Page
Page
Page
Page
SoundEx Functions
Date and Time Functions
Note: Date and time functions cannot be ca lled from scripts.
Page
Page
Converting Date and Time Values
Sequence Functions
Page
Page
Page
Page
Global Functions
Functions Handling Blanks and Null Values
Special Fields
Using IBM SPSS Modeler with a Repository
About the IBM SPSS Collaboration and Depl oyment Services Repository
Page
Storing and Deploying Repository Object s
Connecting to the Repository
Entering Credentials for the Repository
Browsing the Repository Contents
Page
Storing Objects in the Repository
Setting Object Properties
Choosing the Location for Storing Objects
Adding Information About Stored Objects
Page
Assigning Topics to a Stored Object
Setting Security Options for Stored Objects
Page
Adding a User to the Permissions List
Modifying Access Rights for an Object
Storing Streams
Storing Projects
Storing Nodes
Storing Output Objects
Storing Models and Model Palettes
Retrieving Objects from the Repository
Choosing an Object to Retrieve
Selecting an Object Version
Searching for Objects in the Repository
Page
Modifying Repository Objects
Creating, Renaming, and Deleting Folders
Locking and Unlocking Repository Objects
Deleting Repository Objects
Managing Properties of Repository O bjects
Viewing Folder Properties
Viewing and Editing Object Properties
Page
Page
Managing Object Version Labels
Deploying Streams
Stream Deployment Options
Page
Page
Scoring and Modeling Parameters
The Scoring Branch
Identifying the Scoring Branch for Deployment
Model Refresh
How the Refresh Model is Selected
Page
Page
Page
Checking a Scoring Branch for Errors
Exporting to External Applications
About Exporting to External Application s
Opening a Stream in IBM SPSS Modeler Adv antage
Importing and Exporting Models as PMML
Page
Model TypesSuppor ting PMML
Page
Projects and Reports
Introduction to Projects
CRISP-DM View
Setting the Default Project Phase
Classes View
Building a Project
Creating a New Project
Adding to a Project
Transferring Projects to the IBM SPSS Collaboration and Deployment Services Repository
Setting Project Properties
Annotating a Project
Folder Properties and Annotations
Object Properties
Closing a Project
Generating a Report
Page
Page
Saving and Exporting Generated Reports
Page
Page
Customizing IBM SPSS Modeler
Customizing IBM SPSS Modeler Optio ns
Setting IBM SPSS Modeler Options
System Options
Managing Memory
Setting Default Directories
Setting User Options
Setting Notification Options
Page
Page
Setting Display Options
Setting PMML Export Options
Setting User Information
Customizing the Nodes Palette
Customizing the Palette Manager
Page
Creating a Palette Tab
Displaying Palette Tabs on the Nodes Palette
Displaying Subpalettes on a Palette Tab
Creating a Subpalette
Changing a Palette Tab View
CEMI Node Management
Performance Considerations for Streams and Nodes
Order of Nodes
Node Caches
Page
Performance: Process Nodes
Performance: Modeling Nodes
Performance: C LEM Expressions
Page
A AA
A
Accessibility in IBM SPSS Modeler
Overview of Accessibility in IBM SPSS Modeler
Types of Accessibility Support
Accessibility for Blind Users
Keyboard Accessibility
Shortcuts for Navigating the Main Window
Node and Stream Shortcuts
Shortcuts for Dialog Boxes and Tables
Dialog Box and Expression Builder Shortcuts
TableShortcuts
Shortcuts for Comments
When working with on-screen comments, you can use the following short cuts.
Shortcuts for Cluster Viewer and Model Viewer
Shortcut keys are available for navigating around the Cluster Viewer and Model Viewer windows.
General - Cluster Viewer and Model Viewer
Shortcut Keys Example: Building Streams
Shortcut Keys Example: Editing Nodes
Using a Screen Reader
Using a Screen Reader with HTML Output
Accessibility in the Interactive Tree Window
Tips for Use
Interference with Other Software
JAWS and Java
Using Graphs in IBM SPSS Modeler
B BB
B
Unicode Support
Unicode Support in IBM SPSS Modeler
C CC
C
Notices
Page
Page
Index