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IBM SPSS MODELER
Uncover data patterns, gain predictive accuracy and
improve decision making
Editions
Which option is right for you? Compare the features below and find out. Whether it is the Professional, Premium or Gold edition, every license is for single-user, a desktop application for Windows, and comes with 12 months of technical support.
| FEATURES |  |  |  |
| Data access and export without data size limits |  |  |  |
| Automatic data prep, wrangling, ETL, ad-hoc queries |  |  |  |
| 40+ base machine learning algorithms, auto-modeling |  |  |  |
| R & Python extensibility, Python scripting | |  | |
| Geospatial analytics |  |  |  |
| Python algorithims natively available without code, including XGBoost |  | | |
| Integration with Decision Optimization | |  | |
| Extendable with in-database mining, SQL pushback | | | |
| Extendable with model management, version control, champion/challenger, A/B testing | |  | |
| Works with IBM SPSS Analytic Server for hadoop/spark | | | |
| Highly customizable text analytics and language identifier | | ||
| C&DS (Collaboration and Deployment Services) | |||
| Ability to deploy in batch and real-time | |||
| Model management and version control | |||
 | | |
HOW IBM SPSS MODELER WORKS
Design visual analysis streams
Use an intuitive graphical interface to visualize each step of the data mining process as part of a stream. Analysts and business users can easily add expertise and business knowledge to the process.
Choose from a range of methods
Choose from multiple machine learning techniques, including classification, segmentation and association algorithms. Use scripting languages such as R, Python and Spark to extend modeling capabilities.
Prepare data automatically
Transform data automatically into the best format for the most accurate predictive models. Analyze data, identify fixes, screen out fields and derive new attributes with just a few clicks.
