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This feature translates Modeler operations directly into native database queries. Data transformations occur inside the database rather than downloading heavy datasets to the local client machine, drastically saving network bandwidth and processing time.

Unlike traditional statistics software (e.g., SPSS Statistics), Modeler is built around the (Cross-Industry Standard Process for Data Mining) methodology, guiding users through data understanding, preparation, modeling, evaluation, and deployment in a visual flowchart interface called the stream canvas . ibm+spss+modeler+184