1. Machine Learning for SQL Use Cases
  2. Concepts
  3. Machine Learning Algorithms
  4. About Support Vector Machine
  5. Advantages of SVM in Oracle Machine Learning for SQL
  6. Usability

Usability

Oracle's SVM minimizes data preparation and tuning, making it accessible for non-experts.

Usability is a major enhancement, because SVM has often been viewed as a tool for experts. The algorithm typically requires data preparation, tuning, and optimization. Oracle Machine Learning minimizes these requirements. You do not need to be an expert to build a quality SVM model. For example:

  • Data preparation is not required in most cases.

  • Default tuning parameters are generally adequate.

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