Package gov.nih.mipav.model.algorithms

Class GaussianMixtureModelsIncompleteSamples.GMM

java.lang.Object
gov.nih.mipav.model.algorithms.GaussianMixtureModelsIncompleteSamples.GMM
Enclosing class:
GaussianMixtureModelsIncompleteSamples
class GaussianMixtureModelsIncompleteSamples.GMM extends Object

  • Field Summary

    Fields
    Modifier and Type
    Field
    Description
    (package private) double[]
    amp
     
    (package private) double[][][]
    covar
     
    (package private) int
    D
     
    (package private) int
    K
     
    (package private) double[][]
    mean
     

  • Constructor Summary

    Constructors
    Constructor
    Description
    GMM(int K, int D)
     

  • Method Summary

    Modifier and Type
    Method
    Description
    double[]
    _call_(double[][] coords, double[][][] cov, boolean as_log)
     
    double[][]
    draw(int size, Random rng)
     
    double[]
    logL(double[][] coords, double[][][] cov)
     
    double[]
    logL_k(int k, double[][] coords, double[][][] cov, boolean chi2_only)
     

    Methods inherited from class java.lang.Object

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

  • Field Details

    • K

      int K

    • D

      int D

    • amp

      double[] amp

    • mean

      double[][] mean

    • covar

      double[][][] covar

  • Constructor Details

    • GMM

      public GMM(int K, int D)

  • Method Details

    • draw

      public double[][] draw(int size, Random rng)

    • _call_

      public double[] _call_(double[][] coords, double[][][] cov, boolean as_log)

    • logL

      public double[] logL(double[][] coords, double[][][] cov)

    • logL_k

      public double[] logL_k(int k, double[][] coords, double[][][] cov, boolean chi2_only)