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Relevance Vector Machine

  • support vector machine (SVM) implementation for regression and classifier
  • relevance vector machine (RVM) implemetation for regression and classifier

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Advnaced Machine learning research project, which I contributed to. In this project we explore the general Bayesian framework for obtaining sparse solutions first suggested by Michael E. Tipping. A special case application in this framework known as relevance vector machine (RVM) was implemented. The method is compared to a well-known support ve…

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