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SVM in Oracle Database 10g: Removing the Barriers to Widespread Adoption of Support Vector Machines

PublisherOracle
Format154.1KB PDFDate added06 Jun 2005
Topics Scalability, Data Mining - Analysis, Database Management
Downloads111

Contemporary commercial databases are placing an increased emphasis on analytic capabilities. Data mining technology has become crucial in enabling the analysis of large volumes of data. Modern data mining techniques have been shown to have high accuracy and good generalization to novel data. However, achieving results of good quality often requires high levels of user expertise. This paper describes Oracle's implementation of Support Vector Machines (SVM) where the primary focus lies on ease of use and scalability while maintaining high performance accuracy.

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