separating halfspace

Optimal distance separating halfspace

  • Emilio Carrizosa
  • Frank Plastria
    • Categories Data-Mining, Global Optimization Applications Tags , ,

    One recently proposed criterion to separate two datasets in discriminant analysis, is to use a hyperplane which minimises the sum of distances to it from all the misclassified data points. Here all distances are supposed to be measured by way of some fixed norm,while misclassification means lying on the wrong side of the hyperplane, or … Read more

    Optimal expected-distance separating halfspace

  • Emilio Carrizosa
  • Frank Plastria
    • Categories Data-Mining, Global Optimization Applications, Statistics Tags , ,

    One recently proposed criterion to separate two datasets in discriminant analysis, is to use a hyperplane which minimises the sum of distances to it from all the misclassified data points. Here all distances are supposed to be measured by way of some fixed norm, while misclassification means lying on the wrong side of the hyperplane, … Read more