Manuais de utilizador para IBM 15

índice analítico

• IBM SPSS Modeler 15 User’s Guide

  1
• Contents

  4
• 1. About IBM SPSS Modeler

  11
  • IBM SPSS Modeler Products

    11
    • IBM SPSS Modeler

      11
    • IBM SPSS Modeler Server

      12
    • IBM SPSS Modeler Administration Console

      12
    • IBM SPSS Modeler Batch

      12
    • IBM SPSS Modeler Solution Publisher

      12
    • IBM SPSS Modeler Server Adapters for IBM SPSS Collaboration and Deployment Services

      12
  • IBM SPSS Modeler Editions

    13
  • IBM SPSS Modeler Documentation

    14
    • SPSS Modeler Professional Documentation

      14
    • SPSS Modeler Premium Documentation

      15
  • Application Examples

    15
  • Demos Folder

    16
• 2. New Features

  17
  • New and Changed Features in IBM SPSS Modeler 15

    17
    • New features in IBM SPSS Modeler Professional

      17
    • New features in IBM SPSS Modeler Premium

      20
  • New Nodes in This Release

    20
• 3. IBM SPSS Modeler Overview

  22
  • Getting Started

    22
  • Starting IBM SPSS Modeler

    22
    • Launching from the Command Line

      23
    • Connecting to IBM SPSS Modeler Server

      23
    • Changing the Temp Directory

      26
    • Starting Multiple IBM SPSS Modeler Sessions

      27
  • IBM SPSS Modeler Interface at a Glance

    27
    • IBM SPSS Modeler Stream Canvas

      28
    • Nodes Palette

      28
    • IBM SPSS Modeler Managers

      29
    • IBM SPSS Modeler Projects

      30
    • IBM SPSS Modeler Toolbar

      31
    • Customizing the Toolbar

      33
    • Customizing the IBM SPSS Modeler Window

      33
    • Changing the icon size for a stream

      34
    • Using the Mouse in IBM SPSS Modeler

      36
    • Using Shortcut Keys

      36
  • Printing

    37
  • Automating IBM SPSS Modeler

    37
• 4. Understanding Data Mining

  39
  • Data Mining Overview

    39
  • Assessing the Data

    40
  • A Strategy for Data Mining

    42
  • The CRISP-DM Process Model

    42
  • Types of Models

    44
  • Data Mining Examples

    50
• 5. Building Streams

  51
  • Stream-Building Overview

    51
  • Building Data Streams

    51
    • Working with Nodes

      52
    • Working with Streams

      63
    • Stream Descriptions

      84
    • Running Streams

      87
    • Working with Models

      88
    • Adding Comments and Annotations to Nodes and Streams

      88
    • Saving Data Streams

      98
    • Loading Files

      100
    • Mapping Data Streams

      101
  • Tips and Shortcuts

    106
• 6. Handling Missing Values

  109
  • Overview of Missing Values

    109
  • Handling Missing Values

    110
    • Handling Records with Missing Values

      111
    • Handling Fields with Missing Values

      111
  • Imputing or Filling Missing Values

    112
  • CLEM Functions for Missing Values

    112
• 7. Building CLEM Expressions

  115
  • About CLEM

    115
  • CLEM Examples

    118
  • Values and Data Types

    120
  • Expressions and Conditions

    121
  • Stream, Session, and SuperNode Parameters

    122
  • Working with Strings

    122
  • Handling Blanks and Missing Values

    123
  • Working with Numbers

    124
  • Working with Times and Dates

    124
  • Summarizing Multiple Fields

    125
  • Working with Multiple-Response Data

    127
  • The Expression Builder

    127
    • Accessing the Expression Builder

      129
    • Creating Expressions

      129
    • Selecting Functions

      130
    • Selecting Fields, Parameters, and Global Variables

      131
    • Viewing or Selecting Values

      132
    • Checking CLEM Expressions

      133
  • Find and Replace

    133
• 8. CLEM Language Reference

  137
  • CLEM Reference Overview

    137
  • CLEM Datatypes

    137
    • Integers

      138
    • Reals

      138
    • Characters

      138
    • Strings

      139
    • Lists

      139
    • Fields

      139
    • Dates

      139
    • Time

      140
  • CLEM Operators

    141
  • Functions Reference

    143
    • Conventions in Function Descriptions

      143
    • Information Functions

      144
    • Conversion Functions

      145
    • Comparison Functions

      145
    • Logical Functions

      147
    • Numeric Functions

      148
    • Trigonometric Functions

      149
    • Probability Functions

      149
    • Bitwise Integer Operations

      150
    • Random Functions

      151
    • String Functions

      151
    • SoundEx Functions

      156
    • Date and Time Functions

      156
    • Sequence Functions

      160
    • Global Functions

      165
    • Functions Handling Blanks and Null Values

      166
    • Special Fields

      167
• 9. Using IBM SPSS Modeler with a Repository

  168
  • About the IBM SPSS Collaboration and Deployment Services Repository

    168
  • Storing and Deploying Repository Objects

    170
  • Connecting to the Repository

    171
    • Entering Credentials for the Repository

      172
  • Browsing the Repository Contents

    172
  • Storing Objects in the Repository

    174
    • Setting Object Properties

      174
    • Storing Streams

      180
    • Storing Projects

      180
    • Storing Nodes

      181
    • Storing Output Objects

      181
    • Storing Models and Model Palettes

      182
  • Retrieving Objects from the Repository

    182
    • Choosing an Object to Retrieve

      183
    • Selecting an Object Version

      184
  • Searching for Objects in the Repository

    185
  • Modifying Repository Objects

    187
    • Creating, Renaming, and Deleting Folders

      187
    • Locking and Unlocking Repository Objects

      187
    • Deleting Repository Objects

      188
  • Managing Properties of Repository Objects

    189
    • Viewing Folder Properties

      189
    • Viewing and Editing Object Properties

      190
    • Managing Object Version Labels

      193
  • Deploying Streams

    194
    • Stream Deployment Options

      195
    • The Scoring Branch

      198
• 10. Exporting to External Applications

  205
  • About Exporting to External Applications

    205
  • Opening a Stream in IBM SPSS Modeler Advantage

    205
  • Importing and Exporting Models as PMML

    206
    • Model Types Supporting PMML

      208
• 11. Projects and Reports

  210
  • Introduction to Projects

    210
    • CRISP-DM View

      211
    • Classes View

      212
  • Building a Project

    212
    • Creating a New Project

      212
    • Adding to a Project

      213
    • Transferring Projects to the IBM SPSS Collaboration and Deployment Services Repository

      214
    • Setting Project Properties

      215
    • Annotating a Project

      216
    • Object Properties

      218
    • Closing a Project

      219
  • Generating a Report

    219
    • Saving and Exporting Generated Reports

      222
• 12. Customizing IBM SPSS Modeler

  225
  • Customizing IBM SPSS Modeler Options

    225
  • Setting IBM SPSS Modeler Options

    225
    • System Options

      225
    • Setting Default Directories

      226
    • Setting User Options

      227
    • Setting User Information

      232
  • Customizing the Nodes Palette

    233
    • Customizing the Palette Manager

      233
    • Changing a Palette Tab View

      238
  • CEMI Node Management

    239
• 13. Performance Considerations for Streams and Nodes

  240
  • Order of Nodes

    240
  • Node Caches

    241
  • Performance: Process Nodes

    243
  • Performance: Modeling Nodes

    244
  • Performance: CLEM Expressions

    244
• A. Accessibility in IBM SPSS Modeler

  246
  • Overview of Accessibility in IBM SPSS Modeler

    246
  • Types of Accessibility Support

    246
    • Accessibility for the Visually Impaired

      246
    • Accessibility for Blind Users

      247
    • Keyboard Accessibility

      248
    • Using a Screen Reader

      255
  • Tips for Use

    256
    • Interference with Other Software

      257
    • JAWS and Java

      257
    • Using Graphs in IBM SPSS Modeler

      257
• B. Unicode Support

  258
  • Unicode Support in IBM SPSS Modeler

    258
• C. Notices

  259
• Index

  262