Package gov.nih.mipav.model.algorithms

Class SVM.VlSvmStatistics

  • Enclosing class:
    SVM
    public class SVM.VlSvmStatistics
extends java.lang.Object

    • Field Summary

      Fields 
      Modifier and Type Field Description
      (package private) double dualityGap
      < Dual loss value.
      (package private) double dualLoss
      < Dual objective value.
      (package private) double dualObjective
      < Loss value.
      (package private) double elapsedTime
      < Variance of the score updates.
      (package private) int epoch
      < Solver iteration.
      (package private) int iteration
      < Solver status.
      (package private) double loss
      < Regularizer value.
      (package private) double objective
      < Solver epoch (iteration / num samples).
      (package private) double regularizer
      < Objective function value.
      (package private) double scoresVariation
      < Duality gap = objective - dualObjective.
      (package private) SVM.VlSvmSolverStatus status  

    • Constructor Summary

      Constructors 
      Constructor Description
      VlSvmStatistics()  

    • Method Summary

      • Methods inherited from class java.lang.Object

        clone, equals, finalize, getClass, hashCode, notify, notifyAll, toString, wait, wait, wait

    • Field Detail

      • iteration

        int iteration
        < Solver status.

      • epoch

        int epoch
        < Solver iteration.

      • objective

        double objective
        < Solver epoch (iteration / num samples).

      • regularizer

        double regularizer
        < Objective function value.

      • loss

        double loss
        < Regularizer value.

      • dualObjective

        double dualObjective
        < Loss value.

      • dualLoss

        double dualLoss
        < Dual objective value.

      • dualityGap

        double dualityGap
        < Dual loss value.

      • scoresVariation

        double scoresVariation
        < Duality gap = objective - dualObjective.

      • elapsedTime

        double elapsedTime
        < Variance of the score updates.

    • Constructor Detail

      • VlSvmStatistics

        public VlSvmStatistics()