Package gov.nih.mipav.model.algorithms

Class SVM.VlSvm

java.lang.Object
gov.nih.mipav.model.algorithms.SVM.VlSvm
Enclosing class:
SVM
public class SVM.VlSvm extends Object

  • Field Details

    • solver

      SVM.VlSvmSolverType solver

    • dimension

      int dimension
      invalid input: '<' SVM solver type.

    • model

      double[] model
      invalid input: '<' Model dimension.

    • bias

      double bias
      invalid input: '<' Model ($\bw$ vector).

    • biasMultiplier

      double biasMultiplier
      invalid input: '<' Bias.

    • lambda

      double lambda
      invalid input: '<' Bias feature multiplier.

    • data

      SVM.VlSvmDataset data
      invalid input: '<' Regularizer multiplier.

    • numData

      int numData

    • labels

      double[] labels

    • weights

      double[] weights
      invalid input: '<' Data labels.

    • ownDataset

      SVM.VlSvmDataset ownDataset
      invalid input: '<' Data weights.

    • diagnosticFn

      int diagnosticFn
      invalid input: '<' Optional owned dataset.

    • diagnosticFnData

      double[] diagnosticFnData

    • diagnosticFrequency

      int diagnosticFrequency

    • lossFn

      int lossFn
      invalid input: '<' Frequency of diagnostic.

    • conjugateLossFn

      int conjugateLossFn

    • lossDerivativeFn

      int lossDerivativeFn

    • dcaUpdateFn

      int dcaUpdateFn

    • innerProductFn

      int innerProductFn

    • accumulateFn

      int accumulateFn

    • iteration

      int iteration

    • maxNumIterations

      int maxNumIterations
      invalid input: '<' Current iterations number.

    • epsilon

      double epsilon
      invalid input: '<' Maximum number of iterations.

    • statistics

      SVM.VlSvmStatistics statistics
      invalid input: '<' Stopping threshold.

    • scores

      double[] scores
      invalid input: '<' Statistcs.

    • biasLearningRate

      double biasLearningRate

    • alpha

      double[] alpha
      invalid input: '<' Bias learning rate.

  • Constructor Details

    • VlSvm

      public VlSvm()