Package elki.clustering.kmeans

Class FuzzyCMeans.Par

  • All Implemented Interfaces:
    elki.utilities.optionhandling.Parameterizer
    Enclosing class:
    FuzzyCMeans<V extends elki.data.NumberVector>
    public static class FuzzyCMeans.Par
extends java.lang.Object
implements elki.utilities.optionhandling.Parameterizer
    Parameterization class.
    Author:
    Robert Gehde

    • Field Summary

      Fields 
      Modifier and Type Field Description
      protected double delta
      Stopping threshold
      static elki.utilities.optionhandling.OptionID DELTA_ID
      Parameter to specify the termination criterion for maximization of E(M): E(M) - E(M') < fcm.delta, must be a double equal to or greater than 0.
      static elki.utilities.optionhandling.OptionID INIT_ID
      Parameter for k-Means init for initial cluster centers
      (package private) KMeansInitialization initializer
      K-Means init for initial cluster centers
      protected int k
      Number of clusters.
      static elki.utilities.optionhandling.OptionID K_ID
      Parameter to specify the number of clusters to find, must be an integer greater than 0.
      protected double m
      Weight exponent
      static elki.utilities.optionhandling.OptionID M_ID
      Parameter to set weight exponent
      protected int maxiter
      Maximum number of iterations.
      protected int miniter
      Minimum number of iterations.
      static elki.utilities.optionhandling.OptionID MINITER_ID
      Parameter to specify a minimum number of iterations
      protected boolean soft
      retain soft assignments
      static elki.utilities.optionhandling.OptionID SOFT_ID
      Parameter to retain soft assignments

    • Constructor Summary

      Constructors 
      Constructor Description
      Par()  

    • Method Summary

      All Methods Instance Methods Concrete Methods 
      Modifier and Type Method Description
      void configure​(elki.utilities.optionhandling.parameterization.Parameterization config)  
      FuzzyCMeans<elki.data.NumberVector> make()  

      • Methods inherited from class java.lang.Object

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

    • Field Detail

      • K_ID

        public static final elki.utilities.optionhandling.OptionID K_ID
        Parameter to specify the number of clusters to find, must be an integer greater than 0.

      • DELTA_ID

        public static final elki.utilities.optionhandling.OptionID DELTA_ID
        Parameter to specify the termination criterion for maximization of E(M): E(M) - E(M') < fcm.delta, must be a double equal to or greater than 0.

      • MINITER_ID

        public static final elki.utilities.optionhandling.OptionID MINITER_ID
        Parameter to specify a minimum number of iterations

      • M_ID

        public static final elki.utilities.optionhandling.OptionID M_ID
        Parameter to set weight exponent

      • SOFT_ID

        public static final elki.utilities.optionhandling.OptionID SOFT_ID
        Parameter to retain soft assignments

      • INIT_ID

        public static final elki.utilities.optionhandling.OptionID INIT_ID
        Parameter for k-Means init for initial cluster centers

      • k

        protected int k
        Number of clusters.

      • delta

        protected double delta
        Stopping threshold

      • miniter

        protected int miniter
        Minimum number of iterations.

      • maxiter

        protected int maxiter
        Maximum number of iterations.

      • m

        protected double m
        Weight exponent

      • soft

        protected boolean soft
        retain soft assignments

    • Constructor Detail

      • Par

        public Par()

    • Method Detail

      • configure

        public void configure​(elki.utilities.optionhandling.parameterization.Parameterization config)
        Specified by:
        configure in interface elki.utilities.optionhandling.Parameterizer

      • make

        public FuzzyCMeans<elki.data.NumberVector> make()
        Specified by:
        make in interface elki.utilities.optionhandling.Parameterizer