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KnowledgeSTUDIO® is a robust workbench that meets all the needs of a beginning or advanced data miner and predictive modeler. In a high performance visual environment, KnowledgeSTUDIO® speeds all phases of the model development and deployment cycle - profiling, exploration, modeling, implementation, scoring, validation and monitoring.
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Predictive Modeling
Predictive Modeling: KnowledgeSTUDIO® provides one of the market’s most comprehensive suite of advanced data mining and predictive analytics capabilities. Designed for business analysts, and with advanced features for “power users” KnowledgeSTUDIO® offers decision trees, linear and logistic regression, neural networks, clustering and principal components analysis in an easy to learn and use workbench environment that guides new users through the process of predictive modeling and provides advanced features for power users to exercise total control.
Scoring & Code Generation: KnowledgeSTUDIO® provides a comprehensive set of capabilities for the assessment and validation of predictive models, with an integrated set of scoring and deployment tools, all in a single workflow environment. Intuitive sampling and validation tools include wizard driven partitioning and hold out options, Lift and KS charts, ROC, Goodness of Fit and Profit Curves, Bias charts, Accuracy charts, Scatter Plots and Error charts. KnowledgeSTUDIO® allows analysts to quickly generate model code that can be exported into virtually any application, database or deployment system with automated SQL, XML / PMML and SAS code generators.
Scorecards: KnowledgeSTUDIO® puts the power of scorecard creation in the hands of organizations themselves – reducing the time, effort and cost of looking to third party consultants and experts, or relying on the same generic industry scores that all their competitors use. For the credit risk departments of financial services and telecom organizations who are traditional scorecard buyers, KnowledgeSTUDIO® provides a compelling option to migrate this capability in house and reduce cost. For businesses looking to apply the principles of scorecarding in non-credit risk domains, KnowledgeSTUDIO® offers an easy to use set of capabilities to create predictive scorecards spanning all customer centric business processes critical to your success – from acquisition through to collection.
For more product info, pricing, or to schedule a demo, please contact demandgen@angoss.com.