Download - SPSS Modeler 16 What's New!?
What’s New in IBM SPSS Modeler 16
IBM New Zealand
© 2013 International Business Machines Corporation 2
IBM SPSS Modeler
• Comprehensive predictive analytics platform
• Improve outcomes through predictive intelligence
• Desktop to integration within operational system deployment
• Providing a range of advanced analytics -decision management, text
analytics, entity analytics, social network analysis and optimization.
© 2013 International Business Machines Corporation 3
SPSS Modeler Editions
SPSS Modeler GoldProvides organizations with the ability to build and deploy predictive models directly into
the business process to help people or systems make the right decisions each time. This
is achieved with Decision Management which combines predictive analytics with
rules, scoring and optimization within an organization's processes and operational
systems to deliver recommended actions at the point of impact
SPSS Modeler PremiumProvides a range of advanced algorithms and capabilities including text analytics, entity
analytics, social network analysis and automated modeling and preparation techniques
to address a multitude of business problems and analytic requirements on almost any
type of data.
SPSS Modeler ProfessionalProvides a range of advanced algorithms, data manipulation and automated modeling
and preparation techniques to build predictive models and uncover hidden patterns in
structured data.
© 2013 International Business Machines Corporation 4
IBM SPSS Modeler v16 Themes
Faster ResultsBroader Analytics Flexible Deployment
© 2013 International Business Machines Corporation 5
IBM SPSS Modeler v16 Themes
Faster ResultsBroader Analytics Flexible Deployment
© 2013 International Business Machines Corporation 6
Extend the Use of R
• Build and score R models through Modeler GUI
• Scale R execution by leveraging database
vendor provided R engines
• Use R processes and generate output
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Extend the Use of R
• Custom Dialog Builder for R
• Provides the ability to create new Modeler Algorithm nodes and dialogs that
run R processes
• Makes R usable for non-programmers
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Monte Carlo Simulation
• Generate simulated data
• Fit distributions from existing data
• Evaluate the simulation
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Data Access and Preparation Enhancements
9
Distinct Node
Enhancements
Offers a set of options for
combining different observations
into a single entity
Streamlines ability to work with
output of entity analysis
UDA and WUDA Support
User Defined Aggregate functions
(UDA’s) in Aggregate Node
Windowed User Defined
Aggregate functions (WUDA’s) in
Derive expressions
SpaceTimeBoxes
Ability to more easily work with spatio-temporal
data
Track movement of entities in space and time
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Entity Analytics Enhancements Support for Relationships
Persist Searches
Optionally add new
streaming records to
the repository
Anonymization
Anonymize features in the repository
to address privacy concerns
Relationships
Support n degree relationships (Unleashed only)
Find related entities in addition to exact matches
© 2013 International Business Machines Corporation 11
Other Additions
• Modeler Advantage
– More control over model options
– Tree viewer
• Improved ability to evaluate model performance (ROC, Gini and AUC
evaluation metrics)
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IBM SPSS Modeler v16 Themes
Faster ResultsBroader Analytics Flexible Deployment
© 2013 International Business Machines Corporation 13
Looping and Conditional Execution
Simplify use for non-programmers
Loop through Fields/Values
Define conditions to determine
execution (parameters, variables,
table output cells)
Python scripting is now available
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Business Scenario Analysis
• Visualize the combined impact of rules, models, and optimization on business
outcomes
• Display side-by-side comparisons to visualize how changes impact the bottom
line
• Fine-tune the combinations of the scenario
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Real-Time Analytics on Streaming Data
• Streaming Enhancement - Support for
Forecasting (Time Series)
Millions of Events per
Second
Microsecond Latency
Traditional / Non-traditional Data Sources
Real Time Decisions
PowerfulAnalytics
Algo Trading
Telco ChurnPrediction
SmartGrid
CyberSecurity
Government /Law Enforcement
ICUMonitoring
EnvironmentMonitoring
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Other Additions
• Scripting with Python
Scoring Adapter support for Text Mining and DB2 LUW
• Netezza in database enhancements (New Two-Step algorithms, Model
Management and Model Visualisation support
© 2013 International Business Machines Corporation 17
IBM SPSS Modeler v16 Themes
Faster ResultsBroader Analytics Flexible Deployment
© 2013 International Business Machines Corporation 18
TM1 Integration
• TM1 Source and Export nodes
• Score and/or manipulate data and export directly to TM1
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Decision Management for Predictive Maintenance
• Make best use of scarce infrastructure and resources
• Predict failures and scheduling the right corrective actions at the right time
• Minimize costly down time
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Decision Management for Demand Optimization
• Allocates a variable quantity to each outlet
• Predict the supply at each outlet to satisfy demand
• Maximize profits and avoid losses due to shortfalls and restocking fees.
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• New/updated platform support
• Support for complex ODM rules
• Analytic Data View
• C&DS Installation improvements
• Web Services modernization
SSO enhancements
Support for Teradata Query Banding
Other Additions
© 2013 International Business Machines Corporation 22
IBM SPSS Modeler v16 Themes
Faster ResultsBroader Analytics Flexible Deployment
• R integration
• Custom dialog boxes
for R
• Monte Carlo
Simulation
• Data Preparation
enhancements
• Entity Analytics• Anonymization
• N-degree
relationships
• Programmability from
the User Interface
• Business Scenario
Analysis
• New Scoring
Adapters
• Scripting with Python
• In-database
improvements
• TM1 integration
• New DM applications• Predictive
Maintenance
• Demand
Optimization
• Analytic Data View
• New/updated
platform support
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