IBM SPSS Modeler includes advanced, interactive visualization for models that use a single technique, or ensemble models that combine techniques making modeling results easy to understand and communicate.
IBM SPSS Modeler Premium adds the ability to integrate unstructured data (text) into modeling efforts. From a single interface, analysts can extract concepts and associated sentiment, visualize relationships between concepts and sentiment and structure unstructured data for use in predictive models from a single interface.
IBM SPSS Modeler Server has all the features of IBM SPSS Modeler, plus features that deliver faster performance, more efficient administration and greater security in enterprise deployments.
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IBM SPSS Modeler Professional:
Make better predictions with predictive intelligence IBM SPSS Modeler Professional enables you to discover hidden relationships in structured data stored in files, operational databases, within your IBM Cognos 8 Business Intelligence environment or in mainframe data systems – and anticipate the outcomes of future interactions. Its simple graphical interface puts the power of data mining in the hands of business users while high-performance capabilities increase analyst productivity. Create and evaluate sophisticated models easily and visually Use a variety of pre-built algorithms to create models easily and intuitively. View models interactively and apply a variety of techniques that help you visualize and communicate the results of your analysis efforts. . IBM SPSS Modeler Premium: Make more accurate predictions by integrating unstructured text Large amounts of data that could be useful in modeling outcomes and in understanding the factors that drive outcomes is trapped in unstructured, or textual, format. To make your models more accurate, you need to unlock the value of unstructured data from your operational data stores as well as files, e-emails, call center notes, blogs, and RSS feeds. You also need the ability to leverage text in many languages to ensure you include a global perspective. IBM SPSS Modeler Premium has all of the data mining features included with IBM SPSS Modeler Professional, plus sophisticated text analytics functionality to help you combine structured and unstructured data for the most accurate predictive models possible. Explore a broader range of data Access and integrate data from any source, including mainframe data, data from Cognos® Business Intelligence and virtually any type of database, spreadsheet or flat file – such as IBM® SPSS® Statistics, SAS® and Microsoft® Excel® files – as well as textual data and data from Web 2.0 sources, such as RSS feeds, and IBM® SPSS® Data Collection products. No other data mining solution offers this versatility. Get insights in any language Identify and extract sentiments and opinions in multiple languages (including Dutch, English, French, German, Italian, Japanese, Portuguese and Spanish) using text link analysis (TLA) technology. The English-language version also includes an interface that supports third-party translation options. Customize for your needs and industry Easily extend the included text resources for your own business using the Resource Editor, which helps you find relevant concepts and associations faster. Create customized templates and libraries for specific business applications directly from the main Modeler toolbar, and reuse them with other products and applications, including IBM® SPSS® Text Analytics for Surveys. IBM SPSS Modeler Premium includes 180 vertical taxonomies (ranging from Life Sciences to Banking and Insurance to Consumer Electronics and much more). It includes more than 400,000 terms, plus 100,000 synonyms and thousands of brand names. Improve decision-making across the enterprise You can use insights derived from text data to achieve more accurate results with other IBM SPSS predictive applications - for example, improve real-time and batch scoring, provide real-time recommendations to inbound callers or speed insurance claim processing. IBM SPSS Modeler Server: Improve performance and scalability in high-volume environments: Sometimes you need to go beyond the desktop to analyze millions of records or deploy data mining as a part of enterprise architecture. By choosing a high-performance data mining tool, you can mine your data more efficiently and gain a significant return on investment. IBM® SPSS® Modeler Server enables you to extract key insight from vast amounts of data in very short time with enterprise-level technologies. It offers all the features of IBM SPSS Modeler, plus specialized capabilities that deliver faster performance, more efficient administration and greater security in enterprise deployments. IBM SPSS Modeler Server Features
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